{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# IKpy Quick-start #"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Requirements"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First, you need to install IKPy (see [installations instructions](https://github.com/Phylliade/ikpy)).\n",
    "You also need a URDF file.  \n",
    "By default, we use the files provided in the [resources](https://github.com/Phylliade/ikpy/tree/master/resources) folder of the IKPy repo."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Import the IKPy module : "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true,
    "pycharm": {
     "is_executing": false
    }
   },
   "outputs": [],
   "source": [
    "import ikpy\n",
    "import numpy as np\n",
    "from ikpy import plot_utils"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The basic element of IKPy is the kinematic `Chain`.\n",
    "To create a chain from an URDF file : "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "is_executing": false
    },
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "my_chain = ikpy.chain.Chain.from_urdf_file(\"../resources/poppy_ergo.URDF\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note : as mentioned before, here we use a file in the resource folder."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Inverse kinematics"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In Inverse Kinematics, you want your kinematic chain to reach a 3D position in space."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To have a more general representation of position, IKPy works with homogeneous coordinates. It is a 4x4 matrix storing both position and orientation.\n",
    "Prepare your desired position as a 4x4 matrix. Here we only consider position, not orientation of the chain."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true,
    "pycharm": {
     "is_executing": false
    }
   },
   "outputs": [],
   "source": [
    "target_vector = [ 0.1, -0.2, 0.1]\n",
    "target_frame = np.eye(4)\n",
    "target_frame[:3, 3] = target_vector"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The angles of each joints are :  [ 0.          0.77375218 -1.26611491  0.32302884 -0.75260506  1.03033723\n",
      "  0.        ]\n"
     ]
    }
   ],
   "source": [
    "print(\"The angles of each joints are : \", my_chain.inverse_kinematics(target_frame))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can check that the Inverse Kinematics is correct by comparing with the original position vector : "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Computed position vector : [ 0.0999999  -0.1999999   0.09999988], original position vector : [ 0.1 -0.2  0.1]\n"
     ]
    }
   ],
   "source": [
    "real_frame = my_chain.forward_kinematics(my_chain.inverse_kinematics(target_frame))\n",
    "print(\"Computed position vector : %s, original position vector : %s\" % (real_frame[:3, 3], target_frame[:3, 3]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plotting\n",
    "And finally plot the result : "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "(If the code below doesn't work, comment the `%maplotlib notebook` line, and uncomment the `%matplotlib inline` line)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-0.1, 0.1)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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9w+SIJ+cKX4Q4DAAArs2NWqZp6ujoSJ/73Of0dV/3dXWHq2w2q1QqpfX1dU1OTuqVV15RInEz78b7fD7Ztt3x99kLTj923GgciUTOXWnsjqcwDEN7e3syDEOWZRGNAQAAUJedoqm/ll7T/5LZkS0p4vfpz9we11+4e0uJYGccSzYbcRgAAFxZZRS2bbu8UtiyrLrC1OHhoZLJpLa2tjQ9Pa3XXntN8Xi8BVteW6tWDqM+V/m7qIzGo6OjVd97fHxctdK4MhrH4/Fzo7G72r3dGo3GPp9PwWCwKhwTjQEAAC5XtG399Oq2fnBhQwfmyZi83zk+qDcfTOtuLNLmrWst4jAAALhUZRR2Zwq78SkQCJTn8l41Qu3v7yuZTGpnZ0e3b9/W66+/rlgs1sofoSa/389YiS7h8/kUjUYVjUYvjca7u7syDEO2bddcaey1aPy5z31OzzzzjAYHB1lpDAAAcAWO4+jf7BzqrfmMkvljSdKHElF96uFtvTLcPXOFL0IcBgAANTmOU54n7I5JcMOSy/3fV4nDu7u7SiaT2t/f1507d/T48WNFIu19J/6ykFtPQCMO16dVsfKiaFwoFKqi8c7OjgzDkOM4VdE4kUgoHo93fDQOBAIKBk8O8RlPAQAAUNtXjILeml/Vv909kiSNhYL6rrkp/cGpEQV66HiIOAwAAM5wo7Bpmmei0mluKLNt+9xo5jiOtre3lUqldHR0pLt37+rJkycKh8Ot/SGuiAvSdZab3G8+n0+xWEyxWExjY2NV23BRND49nsIfjt7YNl+m8nnKTGMAAICz9kqmfiC9rp/ObMtypJDPp2+8Pa5vvXdLA106V/gixGEAAFB2nSjsqlw5fPq+Njc3lUwmlc/nde/ePT19+lShUKh1P0AdiMM47TrReHt7W7uHhqSTN0Z+/dd/XaODiXI4jsViN7bS+LLHHNEYAAD0spLt6O9ntvUD6XXtvT9X+HeMDegTD2Z0P97dc4UvQhwGAAB1RWFX5cph977W19eVSqVULBZ17949zc7Olj/q3mlaMVZCutkVsN2i06N6rWhsHJvSZ/+9JCmR6FMul9PW1pZyudyZlcaJxEk4jkajHT2eQiIaAwCA7vFvdw715vyq3sudzBX+YF9Un3o4o9dH+tu8Ze3XmWdpAADgRlRGYdu2y0HnOlHH/VrLsrS6uqpUKiXLsjQ3N6eZmRkFAp390Syfz1cO2xd9zXXvs5MjJ5qr8vFx585dxcMnj3nHcZTP56tWGrvRWNKZ8RTuSuNGomozgyzRGAAAeN18rqC35jP6NzuHkqSRUEB/+f6U/sjUqIJ+jkkk4jAAAD3JDTruhebcmFNPtHGj0K/8yq/I7/drbm5O09PTHbMq8jJ+v78lYyUuC87ofj6fr3wRu/Hx8fLttm2Xx1Nks1kZhqHNzU0ZhlH+nmZH42YiGgMAgE63XzL1wwsb+qnVLZmOFPRJf3pmXN9275YGQ+TQSuwNAAB6SDOjsGVZWl5eVjqdliTduXNH9+7d80wUdjFzuHP0yn7z+/01o3HlSuNsNquNjQ3lcrkz0bhyPEWtud83jWgMAADazbQd/YO1Hf219Jp2SydzhX/r6IDeejith/HOuYhwJyEOAwDQA2zblmma5SjTSBQ2TVNLS0taWFhQJBLRs88+q3feeUfj4+OeC8MScRidw+/3l+Nvpcuisfs9lmVpf39f4XC4Khq3G9EYAADchF/aPdIb86v6slGQJD2KR/T2wxl97ehAm7essxGHAQDoUo7jyHGcchR21RuFS6WSFhcXtbi4qHg8rsePH2t8fFw+n0//+T//Z8+OUSAOdw5i3/muEo2z2axs2y7P/XZXJ58eT+HlaFz59bWisRffoAIAAI1J5471yeSq/uX2yVzhoWBAf+n+pP749JhCzBW+FHEYAIAuUysK17vSrlgsamFhQUtLSxoYGNBHPvIRjYyMVN1XK+b23pRWxWHUx6uPo3aojMYTExPKZDJ6/PixEomEcrlceaXx4eGh1tbWlM/nq6KxO5qir69PkUikYx63RGMAAHAVh6alH1nY0N9d2VLJcRTwSX9yekzffn9Sw8wVvjL2FAAAXaIymLjRxA0i9USfQqGghYUFLS8va3h4WF/zNV+j4eHhc7/Wyxdga8W2s3IY7eA+5vx+vxKJhBKJRNV/t227KhofHBwok8mUo/HpVcZejsanv49oDABA97AcR/9obVd/JbWm7ZIpSfrakX699XBGH+hjrvB1EYcBAPC4WlG43pXC+Xxe6XRaKysrGhsb00svvaTBwcELv4eVw62/z17QKRGyW10WjbPZrAzD0P7+vjKZjHK5nAKBQFdEY/f18fT3EY0BAPCWf7+X1Zvzq/pP2bwk6UEsorceTuu3jg50zLGJ1xCHAQDwKDcKm6Yp27bLUbjeqGEYhlKplNbW1jQxMaGPfexj6u/vv9L3+v1+z64cbkXYJg7Xj/1282pFY8uyqlYa7+/va3V1Vfl8XsFg8NzxFOFwuGNOzE6Pm3DVisabm5uSpFu3bp0bjQOBQMf8bAAA9JrF/LHeTmb0c1sHkqTBYED/471b+pMzYwrzpm5DiMMAAHhMs6Pw0dGRUqmUNjY2NDk5qVdeeeVMJLqMl2MoK4fRTZoZLwOBgPr7+8+8SXQ6Gu/t7WllZaUcjc9baeyFaJzNZiWdxOHrrDQmGgMA0DpZ09KPLm7o7yxvqeg48kv6Y9Oj+o77UxoNkzWbgb0IAIBHnI7C0tm4cR0HBwdKpVLa2trSzMyMXnvtNcXj8bruy8srh4nDnYPA5g2XRWN3PMXu7q6Wl5dVKBQ8EY0llWNvJfcin+5KY9M0q7bZfR0OBoNVYymIxgAA1M92HP3s+q6+P7WmzeLJXOHXhxN6++GMnk3E2rx13YU4DABAh6sMEm5wrHeesCTt7e0plUppZ2dHs7Oz+vjHP65otLELN3j9gnStCLnE4fqw3+rX7n13UTR2VxnXisaVoyncaHzTau2/Wq+3RGMAAFrjc/tZvTG/qi8dncwVvhcL660HM/rtY8wVbgXiMAAAHaqZUdhxHO3u7iqZTOrg4EB37tzR48ePFYlEmrKtXr8gXbPDNiuHga8KBAIaGBjQwMBA1e2maVaNp9jZ2dHS0pIKhYJCoVDNlcat4jjOtV5fG4nG510Ej2gMAOh1y4WiPp3M6J9v7kuS+gN+/cV7k/rTt8cUYa5wyxCHAQDoMM2Owtvb20omk8pms7p7964+8pGPND2wsHK49ffZCwhjjfPSPgwGgxdGY3c8xfb2thYXF3V8fNzSaHzdOFzLVaKxaZoqlUpEYwAAJBmWpR9b3NRPLG+qYDvySfojU6P6y3OTGg+H2r15XY84DABAh6iMwrZtlwNDvVF4c3NTyWRS+Xxe9+/f14svvqhgsDX/9Ht55bA7s7lZYUgiDjeC/YaLonHleIrzovHp8RSh0NVPKJv5GnCeZkZj938TjQEAXmY7jv73jT19X3JN68WSJOljQ3361MMZPe6v71oouD7iMAAAbWbbtizLkmVZ5Shc70m/4zhaX19XMplUqVTS/fv3dfv27ZZFYZfXL0gnEYfhfd3+mAsGgxocHNTg4GDV7aej8dbWlhYWFnR8fKxwOHzuSuPzonGr43AtRGMAQC/6woGhN+ZX9R8Pc5KkO9GwPvFwWv/V2CD/jt0w4jAAAG3iRuGtrS1tbW3pmWeeqfuk3rZtZTIZpVIp2batubk5zczMKBAItGDLz/JyDK2Mwxd9zXXCEQe09WG/oR61onGpVKoaT7G5uSnDMFQsFs9E40Qi0XFvcDUrGlfGY55jAIB2yxSK+nRqTf90Y0+S1Bfw61vv3tI33h5XNMBc4XYgDgMAcMNs25ZpmrIsS47jqFAoaH9/vzze4Lr3tbKyolQqJb/fr7m5OU1PT9d1X43olpXDtdRzoSqvxvJ2Y781hvj3VaFQqGY0rlxpvLm5qXQ6rWKxqN3dXe3t7Z0ZT9HqT19cB9EYAOBFOcvW31ra1I8vbSj//lzhPzA5ou+am9KtCHOF26lzjnIAAOhylVHY5ff7FQwGrx1WLcvS8vKy0um0QqGQnnnmGU1NTbXtBN/LMdTdZ82M217eH0C3C4VCGhoa0tDQUNXtX/ziFxWNRpVIJGQYhjY2NsorjSORyLnjKYjGAABczHEc/bPNfX06mdHq8clc4ZcG+/SpRzN6wlzhjtA5RzMAAHShyhPyyihceRJ/nVW3pmlqaWlJCwsLikajeu655zQxMdH2E3gvrxyuvCBdsxCH69Pux7HX8ZhrjM/nUzwe18zMTNXtpVKpPJrCMAytr6/LMAyVSqUz0TiRSCgejxONAQCQ9KuHOb353qo+f2hIkmYiIb35cFq/e3yIf0s6SOcctQAA0EUcx6m60JzjOOUIefpA6CphtVgsamlpSYuLi+rr69OHP/xhjY2NdcxBlZdj6GVjJerZx17eH+3GfkO71BofEwqFNDw8rOHh4arbi8Vi1XiK09H49GgKojEAoFesH5f0famM/vH6yVzhmN+vv3B3Qn92dkIx5gp3nM45OgEAoAvUisK1TsKli+Pw8fGxFhYWtLS0pMHBQX3kIx/RyMhIx52Ae3nl8FUvSHfd+yRyAt5zned6OBxWOBy+NBpnMhkZhiHTNBWNRs8dT3FTFw+9ikaisXTy70E4HCYaA0APylu2/s7ypv7G0qZy1sm5we+/NazveTClqUi4zVuHWojDAAA0gRuFTdOUbdvlKHyVC8OdF1YLhYLS6bRWVlY0MjKiF1988UyA6CQ+n8+zcVhqTcwlDl8fAalx7MP6Nes5e140dhznzHiKi6KxO57Ca9F4bW1NGxsbev7558tfW7nSuDIYE40BoHs4jqN/sXWgt5OrWimczBV+cSCutx/N6OlAX5u3DpchDgMA0IBGorCrMg7ncjml02mtrq5qfHxcL730kgYHB1u1+U3j9/tVKpXavRl1a3bc9vv9xOE6sd/QLrXGSjSDz+dTOBzWyMiIRkZGqv7My1YanzeeolOjsRuCQ6HQuSuN3a+p/FqiMQB42ztHOb3x3qo+e3AyV3g6EtL3PpjWfzPBXGGvIA4DAFCH01FYOjnRvU4Udvl8PlmWpXfeeUdra2u6deuWPvaxj6m/v7/Zm90yXh4rITV/5TBjJdAOPOYa08o4XIvP51MkElEkErkwGmezWe3t7ckwDFmWpVgsdmY0RSdE49Pz9a86nsL9evd3ojEAdL7N45K+P72m/3VtV46kmN+nP3dnQn/uzoT6OuhNTFyOOAwAwDU4jiPLsmSaZjnEXDRP+DJHR0d69913y/f16quvqq/Pex+98noMbcVKXy/vj3Yh/KCd2hGHa7ksGleOp7goGrvjKep547Ietm1fug+JxgDgbce2rZ9c3tKPLm4o+/5c4d93a1jfMzelmShzhb2IOAwAwBU0OwofHBwomUxqe3tbk5OTkqTHjx979gSXlcOtvb9e00mRzmvYb/XzwuOuMhqPjo6Wb3ccR8fHx1XjKdxobNt2zZXGzY7GjexDojEAdDbHcfR/bR/ok/MZLRaKkqSP9Mf16UczenHQe4tb8FXEYQAALtDsKLy3t6dkMqm9vT3dvn1bH//4x+X3+5XJZGTbdts/Elwvr8dQ4jAAybtx3efzKRqNKhqNXhiNs9msdnZ2lMvlWhKNbdtuenAmGgNA+/16Nq833lvVv9vPSpJuhYP6ngfT+v23huXnNdXziMMAAJyjMgq7H5OtNwo7jqPd3V0lk0kdHBzo7t27+vCHP6xIJCJJMk1Tkjwdh1k5fPb+cH3st8bwhkRjvLBy+LouisaFQqFqpfHOzo4Mw5DjOFXR2L0gXiwWuzT83uQ+JBoDQOttF0391fSafiazI1tSxO/TN81O6M/fmVBf0JvnLTiLOAwAQAX3ZNKyrHIUrveE0XEcbW9vK5lMyjAM3b17Vy+88IJCoVDV17kn28TV9vH5fOfu/2KxqIWFBa2srCgSiVSFkr6+PkUikXMfG17fH+3WjZEOna+XnrM+n0+xWEyxWExjY2Pl2y+LxvF4/MxK48poXHlBuna5bjSu/B6iMQCcKNq2fmplWz+0sK6j9+cK/+6JIX3v3JTuxCJt3jo0G3EYACcUr38AACAASURBVACdhFnLspoWhTc2NpRKpVQoFHTv3j3duXNHweD5/+y6f4aX43C3rRwuFotKp9NaWlrS0NCQnn32WZmmKcMwdHBwoNXVVeXzeQWDwTMXf+rr6yMOo22IWPXjTYmrRWP3YnhbW1vK5XJV0bhQKCgUCskwjCutNL5JRGMAuJzjOPrXO4d6az6jVP5YkvR8Iqa3H83o5aFEm7cOrUIcBgD0NNu2yyuF3TBQ7wmfbdtaX19XKpVSqVTS/fv3NTs7e+moCPfP9Hpc9fL2+/3+8mzOdDqt5eVlDQ8P68UXX9TQ0JBKpdKZcGRZlnK5XDmU7O7uamlpScfHxwqFQnIcR++++25VNK71BgFOEFrQTsTh2i6Kxvl8vmqmcT6f1+c///kzK40rx1N00n4mGgPAiS8beX3ivYx+ce9IkjQeDuq75qb0ByZHFOB1ratxhgIA6EmVUdjVSBTOZDJKpVJyHEf379/X7du3r7Viyutx2I2rXuU4jpaXl7Wzs6ORkRF99KMf1dDQUPm/nScQCKi/v1/9/f1Vt5umqf39fX3pS1+SJG1ubiqdTqtYLCoSiVSNpXB/eXXWdKt4+bEEbyPqXY/P51M8Hlc8Htf4+LiOj48VDAY1NzdXFY3dlcaGYZS/57zxFJ20/4nGAHrFbsnUX0+v6+9ntmU5Utjn038/O65vuXtL/cwV7gnEYQBAz6g8mauMwvVeaM6yLK2uriqVSsnv9+vBgweampqq62O0Xo/DXl05XCgUlE6nZRiGAoGAXnrpJQ0ODjZ0n8FgUAMDA5Kkhw8flh8PxWKxKpRkMhkZhiHTNM+9+FM8Hu+oj2SjsxHUG8fK4cZVXsC1MhpX/vfK8RTZbFYbGxvK5XJEYwC4YSXb0U+vbusHFtZ1YJ6cG/3O8UG9+WBad5kr3FOIwwCAruc4TtVM4coL5tRzQmaaplZWVpROpxUKhfSBD3xAk5OTDZ3ceT0Oe23lcKFQUCqV0srKisbGxpRIJDQ3N9dwGHa5j4XKfRIOhxUOhzU8PFy+zXEcFYvF8mgKwzC0tLSkXC4n27Y98ZHsZurWn+smsQ/r56XXsE512QXp/H5/zWh8ejxFrWjsvhZGo9GOerwTjQF4yf+9c6i35lf1Xu5krvBzfVG9/WhGrw33X/Kd6EbEYQBA16oVhetdKWyaphYXF7WwsKBYLKbnnntOExMTTTl583oc9srK4Xw+r3Q6rZWVFY2Pj+vll1/WwMCAPvvZzzZ1+8+Lw7W+LhKJKBKJaHR0tHx7rYs/uR/JPr2yLpFIKBKJdE1IINKhHVg53Dh35fB1+f3+8uvZ6fu7KBqffi3slmh8fHysfD6v8fFxojGApnrPKOgT86v6f3ZP5gqPhoL6zrlJ/eGpUeYK9zDiMACg67hR2DRN2bZdjsL1fkS/WCxqcXFRi4uLSiQSev755zU2NtbUkzOvx+FOXzmcz+eVSqW0urqq8fFxfexjH6uaFezz+Vqy/fXeZ62LP1WGkmw2q8PDQ62trSmXyykQCJxZWZdIJBQKhQgJPaCTn39eQRxu3GUrh6/rKtG48rUwn8+XVyd7ORrv7OyUL4x6eqWxezxDNAZwHXslUz+4sK6fXt2W6Ughn09/+vaYvu3epAaYK9zziMMAgK7R7Ch8fHyshYUFLS0taWhoSC+88IJGRkZacvLVDXG4E7c/l8splUopk8loYmLiTBR2XSVuXyccXXXl8HVVhpKJiYny7ZZlKZfLlVfX7e7uanl5WYVCQaFQ6Ew07uvrUygUauq2NQNhA+1EHG5cvSuHr6vWa6Ft21WvhbWiceVrYad96sJ9szIQCCgY/Orp+mXjKdxgXPk70RiAaTv6+5lt/fX0uvbenyv828cG9IkHM5qLM1cYJ4jDAADPOx2Fpa+eKNXDvUjZ8vKyRkdH9eKLL1bNiW0Fr4xlqKVVK2/rVRmFb926pVdeeUWJRKLm1zd7+1sVh2sJBALq7+8/E75N01Qul6saTZFOp1UsFhUOh6sCifu/A4H2rx7ppMeS1xCBGsP+a0yzVw5fl9/vVyKROPN6fzoaHxwcKJPJnPnUReWvdkZj27bP7MerjKcolUpVr59EY6C3/eLukd6cX9VXjIIk6QN9Ub39cEa/aYS5wqhGHAYAeJbjOLIsS6Zplk+G6p0nLFUHxcp5tDehU1feXlWnbH8ul1MymdTa2pomJycvjcKuVsXhdgsGgxoYGDjzOC6VSlXzjNfX15XNZmWapqLR6JloHI/H2xp8gJvAyuHG3dTK4eu6LBq7r4X7+/taXV1VPp8/NxonEgmFw+GW/4znxeFaiMYATkvljvXW/Kp+YedQkjQSCugv3Z/SH5saVdDP8xtnEYcBAJ5TGYVTqZSy2ayef/75uk9mstmsUqmU1tfXdevWrZqjB1qpU+Jqvdq9ctgwDCWTSa2vr2tyclKvvvrqmRmVF2n2ym33sdipf6ehUEhDQ0MaGhoq3+Y4jorFYtWFn/b29mQYhmzbViwWO/Nx7Fgs1tRoTJCoH6utG8c+bJzXAnutaHx6VE9lNA4Gg+rr61M8Hq96PWxmNL5OHK6FaAz0noOSqR9a3ND/tLKtkuMo6JP+1My4vu3eLQ2FyH+ojUcHAMAzzlsp7EbVek5Yjo6OlEwmtbm5qenp6WsHxWbyehxu1/ZXhv2pqam6/w5bEbfbHcyvy+fzKRKJKBKJaGRkpHy74zgqFArlSOKOp8jlcnIc58yqumZc+MlL+w3dw2thsxO1e6xEs9Qa1XM6Gu/t7ZXnu7vR+PSveqJxM+JwLURjoPtYjqOfyezor6TXtFs6mSv8dSMDeuvhtB71Rdu8dfAC4jAAoONVRmE3BLu/AoHAtaPkwcGBksmktre3dfv2bb3++uuKxWIt2vqr8XocrpyxexMnidlsVslkUhsbG5qentZrr72meDxe9/1dFHLrHVXSLSfLPp9PsVhMsVhMY2Nj5dsdx1E+ny9/HDubzWpjY0O5XK7qYlGV0fgmPo7d69i/9SMON65Tx0o0y2XR2H09rLwo6HnROJFIKBQK1dxXrYzDtRCNAW/65b0jvfneqn79/bnCj+IRffLhjH7L6M2MxkN3IA4DADqWe0Vuy7LKJ5ynTzYCgYAsy7rS/e3t7SmZTGpvb0+zs7P6+Mc/rmi0M95N93ocdk9ibdtu6QXNTq/2bjQKu/x+f8+vHL4un8+neDx+Zv9XXvgpm82e+3Hs0zONQ6FQ+T6BduIx2JhuWTl8XRdF48pPXVRG41AoVHOlcTvicC1EY6AzLeSP9fZ8Rj+/fSBJGgoG9O33J/UnpscUYq4wrok4DADoOLZty7KsC6Ow67Ko6jiOdnZ2lEwmdXR0pDt37uj5559XOBxu5Y9wba2IkzfJPYlt1c9QGYVnZmaavtqbsRLNUznD89atW+XbT0eS7e1tLS4u6vj4WOFwuBxGJOnw8FBDQ0MKBjlUvapefKw1kxu5iFaNYR9WCwQC514U1DTNqvEUOzs75ddDd0VxOBzWyspKVTTuJERjoD2OTEs/srihv7u8paLjKOCT/sT0mL79/qRGmCuMOvHIAQB0DNu2yyuF3RPMy04Wao2VcBxHW1tbSiaTyuVyunv3rp4+fVpeodhpvL5yuFUXYDs8PFQymdTW1lZLR4AQh1uvViQplUrlj2Nns1lJ0m/8xm+oVCopGo2e+Sh2PB5v6ep09DbiVGO6faxEswSDwZrR2DAMzc/Py3GcqjfRzltpXPnJi05RTzR2j/WIxkBtluPoZ9d29f3pNW0VTUnSbx7u11uPpvXBvvaOx4P3EYcBAG1XGYVdVz0Z8Pv9Vd/nOI42NjaUTCZ1fHys+/fva3Z2tuNXIHo9DleOlWiGw8NDzc/Pl+dCt3oEiM/nu3Db6505TBy+XCgU0uDgoAYHB+U4jlZXV/XSSy/J5/OVR1MYhqFMJqNsNivLshSPx88Eklgs1jEfw4b38Fxtjk4ah+BFwWBQg4OD5TfG7t27J+mr0fiyT15U/iIaA93js/tZvfHeqt7J5iVJc7GI3no4rd82OsDzAE3R2WfKAICu5Z4InI7C1734lxtVbdvW+vq6ksmkTNPU3Nycbt++7ZkVhqcjt9dUXpCuEQcHB5qfn9fOzs6NzoW+LOTW+3MRnOrjOI4ikYjC4bCGh4erbj8+Pi4Hkmw2q52dHRmGIcdxFI/Hq+YZ9/X1KRaL9dSJUy/9rM3kPlfZf41hrERznJ7f70bjwcHBqq87HY03NzdlGIaKxSLRGOgCS/ljfSq5pn+xtS9JGgj69W13J/Wnbo8pzBtxaCLiMADgRp2OwpUXr6l3dWapVNIv//Ivy3Eczc3NaWZmxnMrl/x+v0qlUrs3oyGNrH7e399XMpnU7u6uZmdn9fjxY0UikSZvYW2MlegMl70G+Hw+RaNRRaNRjY6Olm93HEf5fL4qGm9sbCiXy8nn81WtMHb/dyQSISCgjDjcHL16Qbpmu+oK7FrRuFQqXTkau6+LnfYJK6IxeplhWvobS5v628ubOrYd+SX90elRfcf9KY2FO+u5iu7AowoAcCMcx6m60Jx7AnndlcIuy7K0srJSXin87LPPampqyrMnpV4fKyHVF0P39/c1Pz+vvb29tkRhVytWbhOH63fd/ebz+RSPxxWPxzU+Pl6+3bZt5fP58miKg4MDra6uKp/PKxgMnhtIOu2iT1fFY60xxOHmYOZwczS6H0OhkIaGhjQ0NFR1+3nROJ1Oq1gsKhKJnLvS2OvR+OjoSLlcTtPT00RjdDzbcfSP1/f0mVRGG+/PFX5tKKG3H83ouQRzhdE6nfVKDwDoOm4UNk1Ttm2Xo3C9Edc0TS0vL2thYUHhcFhzc3P6yle+opmZmSZv+c3qhjh8nZ9hb29P8/Pz2t/f1507d/T888+3Ncqxcrg7+f3+cuCoZFlW+SJ4hmFod3dXy8vLKhQKCoVCVSuMO3VVHVqDSNQYVg43R6tmN181Gq+vr8swDJVKJc9H41wup+3tbU1NTbHSGB3tV/azemN+VV88OpkrfC8W1iceTOt3jA3yWETLddYrOgCgazQ7CpdKJS0tLWlhYUHxeFwf+tCHND4+ruPjY335y1/2/JzDbojDV4mhu7u7SiaT2t/f1927d/XkyZOOWKl52bZzQbqbcxPP40AgoP7+fvX391fdXjm/M5vNnllVd3qecV9fX8fNNffy62A78VxtnLtqk8dg407PHG61WtG4WCxeORonEgnF4/GOi8a2bSsYDJ7Zn4ynQKdYKRT16WRG/2zzZK5wIuDXt969pW+cHVeEN9twQzrrlRsA4Hmno7B0EivqjcLFYlGLi4taXFxUf3+/njx5otHR0fKBuXu/N30i1WzdEIcv+hl2d3c1Pz+vg4MD3bt3r2OisMvn8zV9/xOH69eu/VZrfufpQJLJZGQYhkzTVCwWUyASL3+tYWQVDfazetJjGCvROHcf8thvXKtWDl9XOBw+c2FQ6eJoHI1Gz11p3K5jNMuyzt2X1x1P4X490RjNYliWfnxpUz+xtKm87cgn6Q9Njei75qY0Hu6sC0ei+xGHAQBN4TiOLMuSaZpnDqTrcXx8rIWFBS0tLWloaEhPnz7VyMjIma/rljjcijh5007/DI7jlKPw0dGR7t69qxdeeKHjrpQutW6sBLrDeYHEcRwVi0Vls1nt7B9JOpAk/eqv/ppCPlvxePzMaIpYLNayxwVvRDSGONw49mHzdEocrqXWa+Lp8RSVb6S1KxpblnWtP4NojFZzHEf/dGNPn06tae345GLULw/26VOPZvTh/vgl3w20BnEYANCQZkfhfD6vdDqtlZUVjY6O6qMf/eiZjzlWck+eLMvqyOh4Vd2yctg9cdrZ2VEymdTR0ZHu3bunp0+fdvTfj7vttTBW4uZ45STa5/MpEokoEoko1j8kaUmS9Oqrr8pvl8qjKQzD0NbWlgzDKF847/RM40gk4pmfu1sRNhtX+WkhNKbT4/B5fD7fhW+kXTUau+MpmhWNm7V44DrR2P06ojFO+48Hht6YX9UXDnOSpNloWG8+mNbvGmeuMNqLOAwAqEuzo3Aul1MqlVImk9HExIRefvllDQwMXPp97sF1N4RVr/8MkrS/v6/5+XkZhuGJKOzignSdxcv7zefzKRaLKRaLaWxsrHy7bdvK5/PlOHJ4eKi1tTXl8/mqC+e54TiRSCgUCl37NZWTy/owK7dxjJVoHi/G4Voq30ir/ATYZdE4FoudWWVcTzS2LKulc5CvGo3P+x6ice9YOy7q+5Jr+icbe5KkeMCvb7lzS39mdlzRQHc81+FtxGEAwLU0Owpns1mlUimtr69rcnJSr7zyihKJxLXuoxvCqpd/BsdxtL29rUKhoHQ6rbm5Ob344osdd1Gai1wWct0TvGbeJ3pLZQCuZFmWcrlcOY7s7e1peXlZhUJBoVDoTDTu6+vzxBsuXkSQaQwrh5unm+JwLVeNxtlsVnt7ezIMQ5ZlXTsaX3esRLMQjSFJecvWTyxv6m8ubir//mvkN0wO67vnpjUZ4d9ydA7vnLUBANrKcRyZpinLsmTbdtWMtXocHh4qlUppc3NT09PTeu211xSP1zdnKxAIyLKsur63U3gxDjuOo62tLSWTSeVyOYVCIT18+FC3b99u96ZdGyuHO0evnfwGAgH19/erv7+/6nbTNJXL5apGU6TTaRWLRYXD4TOjKQjGjWHlcOPcfch+bFwvxOFaLorGx8fHVSuNK6NxPB4/M+s9Ho933L5sNBqfDsZE487kOI7++ea+PpXMaPX9ucIvDfbp7Ycz+sgAc4XReYjDAIAL2bYty7KqonAjB6L7+/tKJpPa2dnR7du39frrrysWizW0jV4Mq6d56Wdwo/D8/LwKhYLu37+v2dlZfeELX+ioE7DraMVoEuJw/dhvUjAY1MDAwJnxOpUXfMpms1pfX5dhGOWY8M4771SNpojH4559Xt4kHnONc48R0BjbtuU4Ds/bU3w+n6LRqKLRqEZHR8u3XxSN3cdkoVBQqVSqWmncafv3qtG4MhwTjTvTF49yevO9VX3uwJAkzURCeuPBtH7PxBB/J+hYxGEAwLls2y6vFHZXAzVyoLm7u6tkMqn9/X3Nzs7q8ePHikQiTdlWL4XVWi67IFoncBxHm5ubSiaTVVHYHR/h5b+HVoXcTv87hfeEQiENDQ1VXajTcRxls1l9/vOf1/Dw8Jk44n4Mu3K1cSwW67g40k6sHG4cQbM5mN18PRdF40KhoF/7tV9TX1+fCoWCdnZ2lMvlql4XT4+n6LT9TjT2jo3jkj6TWtP/tr4rR1LM79c335nQN92ZUJy5wuhwxGEAQJVmRmHHcbSzs6NkMqmjoyPdvXtXT548UTgcbuo2M1aitRzH0cbGhpLJpIrFYjkKn57h5+ULA7Yiznsh+HciTlqvz+fzlV9XZ2dny/vQjSOVK+q2traUy+XkOE5VFHHDcTQa7cm/A+Jw49iHzeH+O9ppkdJr3IuDBgIBTUxMaHx8XNL5r4s7OzsyDEOO45RHU8Tj8fLrYie+mUY07hwFy9ZPrmzpRxc3ZFgnz9/ff2tY3z03peloc895gFYhDgMAygeRbhR2NRKFK2fR3rt3T0+fPm3ZTMxODqtX1Yk/gxuF5+fnVSqVNDc3p9u3b9e8sIuXYygrhzsL+6053DgSi8U0NjZWvt1xHOXz+fJoimw2q42NDeVyuaoL51WG43A43PXhoNt/vlZjrERzEIeb6/QF6S56XbxKNK781e3ROBAIMEf8Ao7j6Oe2DvR2MqOlQlGS9HQgrk89nNHXDPZd8t1AZyEOA0APOx2FKz8SWm8UdleYHh8fnxk70CqdGFavq5N+BsdxtL6+rmQyKdM0df/+/QujsMvLK4cvi8P1PB+YOYybdJ3Hms/nK1+8yV1NJ51EqVwuV47G+/v7Wl1dVT6fVzAYPDOaopsuhMeq18YxVqI5Ki/6i8bZtn3p8Yt0tTfTzvsEBtG4N/2no5zemF/Vf9g/mSs8FQnpe+am9PtuDcvfw/sF3kUcBoAe5DhO1YXm3BO6eg/0bNvW2tqaUqmULMu6ckxsFr/f3xVjJdyD83YdbDuOo7W1NSWTSVmWVV4pfNUTHFYOt/4+e0Evn2w2QyP7z+/3K5FIKJFI6NatW+XbLcuqCiPb29taXFzU8fGxwuHwmWjc19fX8jcFm43nauNYOdwctm13XFj0MsuyGtqftd5MuywaV84xrhxP0WnPkfOO/d3Xw/Oi8c7Ojnw+n8bGxnoyGm8VS/orqTX9w7WTucJRv0/fNDuhb747ob4bOu8BWsFbR20AgIa4Udg0TS0uLqpQKOiZZ56p+6DZtm2trq4qlUpJkh48eKDp6ekbP6kJBAKeXbHqcvfZVVe4NJNt2+WVwpZl6cGDB5qZmbn23yMrhxv/Hpwg1HWWQCCggYEBDQwMVN1eKpWUy+WUzWZlGIbW19dlGIZKpZKi0eiZ0RTxePzGX9+uipXDjWPlcHMQh5vr9FiJZrluNDYMo/w956007qTXH3dbzovG+/v78vv9Gh0d7amVxse2rb+3sq0fXlhX9v25wr93Ykjf+2Bat5krjC5AHAaAHlAZhW3bLo+SKBQKdR2oWZallZUVpdNpBQIBPXr0SJOTk207memkkQz1akccdld8J5NJOY7TcNz3+srhyx5D132ueDmWw3va8dwLhUIaHBzU4OBg1e3FYrE8msIwDGUyGRmGIdM0z4SRRCLRER/BJg43jn3YHMTh5nGPeW/yTamLxvZURuPKWe9eisaWZSkcDlft04tWGrvf59Vo7DiO/tX2od5KrmohfzJX+Pn+mD79cEYvDSXavHVA8xCHAaCLnY7C0skBmntAdt1RDKZpanl5Wel0WpFIRB/84Ad169atth/UdctYCUk3EhNt21Ymkymv+J6bm2vKim8vR/pWhG3GStSn3a8naFw4HFY4HNbw8HD5NsdxdHx8XBVGzrvYU+V4ipsMI4TNxjFWojkaHYOAr+qki/tVXuyz0mXR+LzxFNFotG3PNcuyzowNumilsfu7F6Pxb2TzenN+Vb+0l5UkTYSD+u65KX3D5AhzhdF1iMMA0IUcx5FlWTJNs3xgdvog6zpxuFQqaWlpSQsLC4rH43r8+LHGx8fbftDm6oaxEu6+bOXPUTkGxOfz6cGDB5qammraSZOXY2irZg6jPl59HLVbJz/mfD6fotGootGoRkdHy7ef9xHs88JIZTSORCIt+Vk7ef95AStem4P92DzucW6njrORGo/Glb9uIhqbpnnl/dnMaOz+fhPReLto6q+l1/QPMjuyJUX8Pv3Z2Qn9+TsTSgQ797EENII4DABd5CpR2HWVoFosFrWwsKClpSX19/fryZMnGh0d7bgT6G5YOeyu6G5FHHajcDKZbOkYEC//PXBBOqA9LvsItjua4uDgQJlMRrlcTsFg8Mxoir6+PoXD9c99ZOVw49iHzcHs5uZxV7N78XF5UTTO5XLlaHx4eKi1tTXl83n5/f5zx1M0Mxo3Y4Zzp0bjom3rf17d1g8urOvQPDke/13jg3rjwbTuxiIN3TfQ6YjDANAFrhOFXRetHC4UClpYWNDy8rKGh4f19OlTjYyMtGTbm8Hv98s0zXZvRsOaHYdt29bKyopSqZQCgYCeeeYZTU1NtewkycsxlDjcObx4Et8Juu2xViuMWJZVdRG83d1dLS8vq1AoKBQKVcVi9/fTH4E+T7ftv3YgajYHYyWax92X3fTvit/vVyKRUCJRPe/2smh83krjej6F0aoL/EnXj8buG1Kno3HliIqrRGPHcfSvdw71yfmMkvljSdLjRExvP5zRK8PMFUZvIA4DgIfVE4Vd563yzOfzSqfTWllZ0djYmF566aUzFxrqRIFAQMVisd2b0bBmxeHKCwYGg0F94AMf0OTkZMtPjrw8c5g43FnYb6glEAiov79f/f39Vbebplk1mmJzc1PpdFrFYlGRSOTMaIq+vr4zF1TqpoDUDswcbg7GSjTPTV7kt92uGo0rP4URCASuHY3Pmzncaq2Mxl8xCvrEe6v6f/eOJEljoZO5wn9gakQBXs/QQ4jDAOBBjuPINE1ZllX1kbnrnJRVrhw2DEPpdFqZTEYTExN6+eWXNTAw0KrNbzovjzOo1GhctSyrfMHAUCh04xcM9HIM9fl8TQ/bXt4fgNcEg0ENDg6eeUOzWCxWReNMJiPDMGSapmKxWDmGuP+eEubqx8rh5uAx2Dyswq4djd1PYbivjfv7+1pdXVU+nz83GicSCYXD4WvNHG6160RjdxGJe750YNn6sfUD/cPNA1mSwj6f/rvbY/rWu7c0ECKToffwqAcAD7FtW5ZlVUXhej8u58bhL33pS1pfX9fk5KReeeWVMwePXuDlFauV6g2UlVE4HA7r2WefvdEo7PLy30OrVg57dX+0E1G9fqzaPCscDiscDmt4eLh8m+M4KhaL5dEUhmFob29PhUJBv/iLv1g1s9NdbRyLxdi/l2D1dXMQh5unlSMQvK7WpzAuisbBYFCmaWpxcVGDg4Pl18lwONxRz/2LonHJcfSPNg/0N9f2dWCdHKN93UBM3zEzrLvRsJycoWyd4ykALyMOA4AH2LZdXinsnnw1MkPt8PBQ7777rkqlkvx+v1577TXF4/Emb/XNucrF9bzgunHVNM1yFI5Go3ruuec0MTHRtoNXL0c9v9/fkm336v4AupnP51MkElEkEtHo6KgkaW1tTZlMRs8995wMwyiH462tLRmGUb5w3unRFM280JPXMVaiOYjDzdNLYyWa5aJonM1m9YUvfEHhcFh7e3vlee+nLxLaqdH4lw7z+szytpKFk4vcfSAW1vfMjurl/piki1caNzLTGPAC4jAAdLBmR+H9/X0lk0nt7OxocnJSkvShD33I8wc13TRW4iox8XQUfvz4scbHx9v+98jK4dbfJ1ALj7XG+Xw+xWIxxWIxPzfaBQAAIABJREFUjY2NlW+3bVv5fP7SCz1VhuNOiyI3gbESzUEcbh7GSjRPIBAoLyR58OBBObpbllU1uqfyIqHnReNEIqFQKHSjr4+pQlGfWd7RLx7kJEnDQb/+4syIvn5sQMGK7ahnPAXRGN2COAwAHcY9AHGjsKveKOw4jvb29pRMJrW/v687d+7o8ePHkqRMJtMVHwPtlZXDpmlqaWlJ6XRa8Xi8Y6KwqxvicDOfD8Th+rDf0A4XPfcrA3Al90JP7irjypV0oVDo3GgcCoVu4sdpC1YONwdxuHkYK9FcpmlKUtXjMxAIaGBg4My1Si6KxpWvj6dXGjfTgWnpxzJ7+gdbBzIdKeiT/vjEoP6HqWENBC9/XDQy05hoDK8hDgNAhzgdhStX4NQbhbe3t5VKpXR0dKS7d+/qyZMn5QMv9wCvG1ZVeDlKVqr1c7jz3RYWFhSPx/X8889rbGys4w4uvRz1WrEvvbw/4E2d9prgJfW8MVTrQk+maVZF462tLaXTaRWLRYXD4apYnEgkFI/HFQx6/7SMlcPNQRxuHsZKNJcb26/yWlkrGp9+fdzZ2dHi4qKOj4+bFo1Nx9HPbh3qRzO72jNPjqu/djCu75od1f1o4wG6GdE4GAyWgzHRGJ3A+0chAOBxjuNUXWjOPbmq9yDBcRxtbm4qmUwqn8/r3r17evr06ZnVSpUfB/P6SqZujcOlUkmLi4taXFxUX1+fnjx5otHR0Y49ePTy34O7T1k53H6d+vhGd2vmcz8YDJ4bRUqlUnkVXTab1fr6ugzDUKlUUjQaPTPPuK+vz1ORkJXDzWHbtuePyzpFNyyA6CSWZTX8Rlat10fTNKtWGm9vb18Yjd3xFKf9u8OcPrO8o3fzJ1H2YTSk754d0+uDrb+2Sr3ReGdnR/39/err6yMao22IwwDQJm4UNk1Ttm03JQqvr68rmUyqVCrp3r17mp2drXkQ5/453TCrNxAIdMXP4cZVNwovLCyov7+/46Owy8sx1N23zVyx1el/X53Mq4+jdmKfNeYmRiyFQiENDQ1paGio6s8tlUrlVXTZbFZ7e3syDEO2bSsWi50ZTRGLxToyeDmOwyrNJmDlcPMwVqK5TNNs2f4MBoMaHBzU4ODgmT+zVjQOh8Pl18W9SEw/mXP0/xknF5sbCvj1LTMj+oPj1XOF2+GyaJxOpzU3N6dwOMxKY7QNcRgAblitKFzviYBt21pbW1MymZRt25qbm9PMzMyVDt56ZVavl2xsbOjdd99Vf3+/XnjhBY2MjHjm4M/Lfw/u86+Zgc3LsRzoRe14rfX5fAqHwxoZGdHIyEj5dsdxdHx8XI7GbhQxDEOO45xZQdfX16doNNrWfy9YOdwcjEJoHvZlc7UjtteKxqVSSblcTuuHR/qpvbz++eGxLPnkdxz9FiunP+y3dGu/pI1StmNnvruvl5ZlKRwOlxf0XHU8xc///M8rGAzq67/+69vzA6CrEIcB4IacjsLSyT/wjUTh1dVVpVIp+Xw+zc3NaXp6+lr3120rbr2qWCxqYWFB29vbikajevr0aVUk8Aovx9DKsRLNvE+v7o92Ii7Vj31Xv057rvp8PkWjUUWjUY2NjZVvdxxH+Xy+vMo4m81qY2NDuVyu6sJ5leE4HA7fyGOjGy5w2wlYOdw8zRiDgK/qpJXY/mBQ/7Lo0w/tlLRrnjxfPj4Q01+aGtKkVSy/qba5uSnDMMoz3897Y63djxHTNKu24arjKX7hF35BY2NjxGE0Ba+UANBijuPIsiyZpln+R72RjwJZlqXl5WWl02mFQiE9evRIk5OTdZ1IdEsc9urP4UbhxcVFDQ0NaXR0VENDQ54Mw5K3I/1V4rAbe6/63CUO14/9hpvmlbDp8/kUj8cVj8c1Pj5evt22beVyuXI03t/f1+rqqvL5vILB4JnRFLXmdTaCC9I1Byuwm6eTYmY36JTY/rnDvD69vP3/s/fmUZKc5Z3uL3Lfasva964qtZbeu9VqqbulNvbYeMQZHxBgGF8P2AwGa/CKfG0jA8d3AJnVIMRim2txZcZjzPHRYF/fwVj43kECrANIQiBaIHdGZlVlVWbWkpVLZeQay/2j9AWRW1VlZmRmRNb7nFMHFF1LRGTGl/E98X6/Fz9+OVd40WXHgzPDeMWg9+Xv8JTF9wDlme9MGrNGoU6ns2YjvE4cK5snHuZvVUrj3d1dLC0ttXX/iKND969sgiCIHkVvKSyKIlZXV7G8vAyXy4XbbrsN4+PjLU0gLBaLKaVqJRaLRX2KboYJVbFYRCgUwurqKgYHB3Hx4kUMDQ3h+vXrppWrwN7726z7f5AczmaziMVi8Hg86OvrO1QlHslhgjAPZvn8qIfFYoHP54PP58P4+Li6XZKkMiESj8dr5nVqxXGzQoSkpj5Q5bB+UKyEvrQzc/gwrBZK+HA4jieSAgCg32rBb00N4ZdHB2C37D/21Mp8B1CW+S4IQlmj0E5IY1EUAaCp35lKpaqOhyCaheQwQRCEzugthVlzspWVFXg8Hpw+fRojIyO6TMDMWnFbCZtEGX0SUCgUEAqFEA6HMTQ0hDvuuKPsps7MlbfATyS9GdE2pNOSzWbB8zyi0Sj6+/tRKBSqKvGYVPH5fFXLAs16ProJyaXmoPdaa5hdDtfDarWiv78f/f39ZdtZkycmRTY2NpDJZFAqleByuaqWXns8ngM/X6lyWB+Mfi9jJiRJovekjnSrEjsjyfjzaAKf30iipAAWAL802o/fnvLDb29tf+x2O4aGhjA0NFS2vVgslj1Yq5TG2gdqXq8XHo+nKcHL5HAz5zWdTldlMRNEs5AcJgiC0Am9pbA2cmBgYADnzp3TvTlZrzSkYzdURl0+WCgUEAwGsba2Br/fXyWFGWav5DZz5TBQLnOz2SyCwSAikQgmJiZw5coV2Gw29RjZZCGTyWBra6tsaSKbMJRKJZRKJaoCawISnUSn6VU5XI96TZ60QiSTySASiUAQBIiiCI/HUyWN3W53WUPPo3QO2wV9ZuiHUe8LzUqnz6esKPgf8V18fH0HW6W9++MrfW68e24YN7udbf3bDocDDofjQGkcjUZVaVz5YI197XfOWKREM2NnKpUiOUzoBslhgiCIFlEUBaIoQpIkdUllK1I4n88jFAphbW0NQ0NDauRAO+jFymEjwV7LcDiMkZERXLp0ad+bOIvFglKp1ME91BczVw4De/ufy+UQCoVUKXz16lV4vV7Isqx2iq5XiaddmsgyP3O5HJ588km43e6yCmOv1wu3200ihdAVej8RrVJLiCiKgkKhUCaN4/E4BEGAoiiqNBYEAS6XC9lslsa3FiA5rB9Uha0vkiTB5XJ15G89s7uXK3w9u3fvNe+048HZYfzMgKerY0u9MbIynkL7YG0/aVwqlZqqOFYUBel0um1zROLoQXKYIAiiSWRZhiRJZVLYYrE0fcPCpNTa2tqhRKIemL1SlcFkvFHkcD6fVyuFR0ZGcNddd1WJxFqYPVbCSK9Bo+TzeciyjOeeew7j4+O4cuUKfD6f+u+Hua4rlybGYjGsra3h5MmTZcu3Nzc3kc1mYbFYqvI+fT4fHA5H247TDJBQIroBVb3Wh+M4uFwuuFwuDA8Pq9sVRUEul1NlSCKRwPb2NiKRCDiOq5ln7HQ66TwfAMlh/aBYCX3pRObweqGEj6zF8ZXEXq6wz2rBb04O4U1jA3AckCvcLTiOg8PhgN/vL2sqrShKVaVxpTS22+2QJAmxWEyNpzjsOaZYCUJPSA4TBEE0iCzLEEURsizrIoUFQUAwGEQ0GsXY2BguX76Mvr4+nfe6Nr1SOQwY41i0gn90dPTQUphhdjlsxsphrcgHgDNnzmBiYqLm9zZ6jbPvd7vdcLvdGBkZUf9NlmVks1lVGicSCYTDYeTzedjt9qoq4051zTYKZnsfGQE6Z61BcrhxOI6Dx+OBx+PB6Ogotre3MTs7i9HRUVUaZzIZpFIpRCIRZLNZNa+9Uhwf9YdiWkgO6wfFSuhLO8+nIMn4XCyJR2NJFBQFHIA3jPTjndNDGLab8/6H4zg4nU44nc660jgajSKfz2N9fV2Vxm63u2ycTCQSmJubg9frVX8Hy42nhnSEXpjzKiMIgugCLGe0WCyqyyVbkcK7u7sIBoPY2NjA5ORkVaViJ+iVzGGgu2I1l8shGAxifX29JcFv5spb4Cdy2AySRRv5MTo6isuXL+O73/0u3G63bn9jv4Z0FotFbWY3Pj6ubq9sEqVtgOJyucqkcWXeJ0EQzWOGccvosIZ02lURY2Nj6r9LklT2UGxnZ6fsoVjlKoqj9lCMQXJYP+hc6ks75LCsKPi/dzL42FocGy/nCt/Z58K7Z0dwm6e9ucLdQiuNs9ksRFHE2bNnVWmsjadIJBK4//77EQgEMDk5icXFRdxyyy1YWFjA4OBg0zEfTz31FD760Y/i2WefRTQaxZe//GW85jWv2fdnnnzySTzwwAO4fv06pqam8Ad/8Ae4//77y77n8ccfx3vf+17wPI+lpSU89NBDuO+++5raR6KzHL1PW4IgiAZgootlCq+uriKTyeDs2bNNTyJTqRSCwSC2trYwPT2Nu+++Gx6PR+c9PxxGqLbVi27IYW3TMj2qvs1eOcyuCSNLlkKhgFAohNXV1arID73l/H5yuB61mkRps+zYhGF1dVXN+6wVTWHmpdtm3W8jQOeueYw8bpkFtpqqHlarFX19fVWfk+yhGPva3Nwsa/JZuYrioAZPZoeEpn5Q5bC+sOZpevG9TB4fCG/jB0IBADDrtOFdM8P4uUHvkRmPRVFUz6lWGmsjfL7zne8gFArh+9//Pq5fv44f//jH+MY3voHd3V1MTk7ipptuwsmTJ8u+br75Zjid9eW6IAg4e/Ys3vKWt+B1r3vdgfsZCoXwqle9Cm9729vw13/91/jWt76Fd7zjHRgdHVV//umnn8Yb3/hGvP/978d9992HL3/5y3jDG96Ab37zm7jzzjtbPFNEuyE5TBAEUYNKKcyqYWw224GTn3okEgkEg0HE43HMzs7i2rVrHWvqUA+LxaI22TI7nRTdWilcK5+2Wcwuh7WNAY02sS0Wi6oU9vv9uPPOO6ty2pqRufuh18Rmvyw77dLt3d1dRKPRsqXbWqHi8/lgt9t12ad2QxEJRDc4KjKiXbB7pUap9VAMwL4NnrTLrtk45/F4DPfZ0yiKohjyM9SMyLIMRVFIDuuIXpnD0aKIj67F8Y87GQCA18Lhv0wO4VfHB+A8Yu99rRyuh8ViwdLSEpaWlvDa174WAPDcc8/hvvvuw/e+9z28+OKLePHFF3H9+nU88cQTePHFF5HL5XD8+HGcOHFCFcbXrl3D5OQkAODee+/Fvffee+j9/PM//3PMzc3h4YcfBgDcdttteOaZZ/Cxj31MlcMPP/wwfu7nfg4PPvggAODBBx/Ek08+iYcffhhf/OIXGz43RGchOUwQBKGB3ZSzRnNsosMantlstoYEpKIo2NnZAc/zSKVSmJubw6lTp/Z9kttJqHK4MbT50BMTE7pHgZhdDmsrh41CpRTer9Gj3pnJesvmWr9fm/fJYEu3mVSJx+NYWVlBoVCAw+FQIymYVGmk+QlhXIx03ZkROn+t0+zD83pUNvkEyrM62RgXDochCAJkWYbH46mSxiwKzAyw9yHJ4dZh91N0LvWj1UrsnCTjLzeS+Fwsiby8lyv8upE+PDDtx6hJc4VbRRTFph7cp1IpDA4OYm5uDvPz82WiV1EUrK6u4vr166o0/upXvwqn03lgdEQ9nn76abzyla8s2/bzP//zePTRR1EqlWC32/H000/jne98Z9X3MKFMGJujeQUSBEFUwKQwazRXKYUZVqsVoige6vdtb2+D53lkMhnMz8/j3Llzhmu4QpnDh0MQBPA8j1gshomJCVy9erWsKYRemLGhmxZt5XC3KRaLWF5exsrKCoaGhnDHHXcc2LSjHZXD3Xg96y3dLpVKZUJFW4XHhIpWGndLqHTrvBFHG4qVaJ1mK4cbYb8GT/l8vmyM29raQjabBQB4PJ6qaAqXy2W415yEpn6w4gd6+KkfzcZKKIqC/2cng4+u7yBa3JtHXfS58J7ZEZz0GqNgpluwlRCNkk6nMTAwUHMM4zgO8/PzmJ+fx6te9So9dhOxWKysRwYAjI+PQxRFbG9vY3Jysu73xGIxXfaBaC8khwmCONLUk8L1bsoPqrRVFAWbm5vgeR65XA4LCwu4ePGiYRuq9FLlcDuOJZPJgOd5tWlgu6QwgyqHW6dUKmF5eRnLy8sYHBzExYsXy6rO9qNX5HA97HY7BgcHyyS5oigoFAqqUMlkMtja2oIgCOA4rmaescPhMJxQIfag16V5SA63TjfPIcdxcLvdcLvdGBkZUbfLsqzG7wiCgHQ6jWg0ilwuV9Y4TyuOuznGkRzWD1bJTudSH2RZhizLDcv2Hwh5fGB1G997OVd42mHDH84M498PHZ1c4f04TKxELZLJZN2VcO2i8vVi97ja7bW+h15nc2BMW0EQBNFmGpXCjHoCUlEUxGIx8DyPUqmEhYUFzMzMGFYKMywWS8/IYT3FqlYKT01NdaxpYC/IYb2buh2WUqmElZUVLC8vo7+/vyEpzOh1OVwLjuPgcrngcrnKmp9ohUomk0EymcT6+jpyuRzsdnuVMPZ6vYYf7whiP2gC2zp6x0rogVYAa5FluSx+J5FIIBwOI5/Pq2NcpTTuRGY7+/w02nk0I5IkkRjWkUYrsTeKIv50PY4vx/dyhT0WDr8+MYT/PDEAF70uKs3KYVY53CkmJiaqKoA3Nzdhs9nU+8d631NZTUwYE7qLJwjiSKEoCiRJgiiKZU87D3vzWCmHZVlGJBJBMBiELMtYXFzE9PS0aZawUeVwObu7u+B5Hpubmx2Vwgyzy2Gg88cgiiJWVlYQCoXQ19eHCxculC01boSDxHajstcMcrgeWqEyNjambpckqWzZ9ubmJkKhEIrFIlwuV5U0bqZBlJnPG2FeSA63TidiJfTCYrGo+etaRFEsk8ZbW1tYXl4uy2zXimOPx6PrgzHWjI7ei63Taj4uUc5h5XBelvH5WAp/EUsgK+99lt837MPvTQ9j3EH6qZJmozpSqVRH5fDly5fxj//4j2XbnnjiCVy8eFF9cHb58mV87WtfK8sdfuKJJ3DlypWO7SfRPHR1EgRxJKgnhRu9+WYN6SRJwvr6OoLBICwWCxYXFzE1NWWaSRGDMof32N3dRSAQwNbWFqanp3HPPfc0lf/VKr0ghzsl9pgUXl5ehs/nw/nz5+H3+1uaUB/FyuFGsVqt6O/vR39/f9l2bYOoTCaDRCJR1SBK2wjPiFmfZqfX3muE+TBi5XCj2Gy2mmMcy2xn41wsFoMgCCiVSnC5XFV5xl6vt6l7QiaHidahc6kvTLbXu8YVRcE/JQR8ZC2O9Zdzhc97nXj37AjO+lyd3FVT0a3K4Uwmg0AgoP53KBTC888/D7/fj7m5OTz44INYX1/HF77wBQDA/fffj09/+tN44IEH8La3vQ1PP/00Hn30UXzxi19Uf8fv/M7v4Nq1a/jwhz+MV7/61fiHf/gH/Mu//Au++c1vNr2fROcgOUwQRE+jlxTWIkkSnnrqKdjtdtxyyy2YmJgw7WSolyqHmxGr6XQaPM9ja2sLMzMzXZPCjF6Qw+0+BlEUsbq6ilAoBK/Xi7Nnz2J4eFiXa1DvhoC9KIfr4XA44HA4yqI8WIMoVoGXyWSwsbGBbDarViZXRlMYrWkncXQwU9WrEVEUpaerr+tltpdKJXWMEwQBa2tr6oMxt9tdFU/hdrv3fZ+R0NQPqhzWl/3O53WhgA+Et/FMJg8AmLBb8fszw/gFv69nxwS9EEWxqfdpKpXC4uJi03/3mWeewU//9E+r//3AAw8AAH7lV34Fjz32GKLRKFZXV9V/X1hYwFe+8hW8853vxGc+8xlMTU3hkUcewete9zr1e65cuYK//du/xXve8x68973vxdLSEr70pS/hzjvvbHo/ic5BcpggiJ5EbymsFVIAcOutt5paCjN6SQ43ciypVAo8z2N7exuzs7O4du0aXK7uVzX0ghxulxCVJEm9Bt1uN86cOYORkRFdr8F27PtRkcO10DaIGh0dVbdXZn3u7OyoWZ8OhwOyLCMWi0FRFFWo0AT/cJj9M6mbHOVrVQ/Y+TtKYpPjODgcDvj9/rI4I9boUyuN4/E4BEGAoihl1cWVqykoJ1c/SA7rSy2JuVUS8fH1HTy+vQsFgMvC4e0Tg/i18UG4rfQ+Pgg2X222clj7sKpRXvGKV+z7uffYY49Vbfupn/opPPfcc/v+3te//vV4/etf3/R+Ed2D5DBBED2FoigQRRGSJKnLG1uRwsViESsrK1hZWYHP58OpU6fwve99r+Xl60bhqDWkS6VSCAQCiMfjhpLCjF6Qw3ofgyRJCIfDCAaDcLlcOH36tO5SmEGxEp1hv6xPQRDwox/9SG3ymclkIIoi3G53VZXxQRV4Rw16r7VGL1e9doKjKIfroW30OTIyom5XFKWs0Wet1RTsQXc8HofP54PD4aD3ZZNQFba+aGV7QVbw2EYSfxZNQHg5V/gX/D78/swwJilX+NCI4l78hhkyh4neh65cgiB6AlmW1SxgJoVbaehRKBSwvLyM1dVVDAwMqHmmjF4Rqr2WOVwqlWr+WzKZBM/z2NnZwezsLE6dOgWn09nhPTwYFmtgZkmhlxBlUjgUCsHpdOLUqVMYHR1t63k5qCFdM7+PhN3hsdlsGBgYgNPpxPj4OKampqAoCorFYlk0BavAAwCPx1MljZ1Op2mvH6J7mHncNQLaVVpEbTiOg8fjgcfjqbmagjXAk2UZ//Zv/4ZcLgebzVY2vrH/zxpAEfWhymF92TufNvxzIoMPr8URLuyJzTMeJ94zN4LzlCvcMEwON/M+3d3dbalymCAqITlMEISpkWUZoihClmVdpHA+n0coFMLa2hr8fj8uXrxYlqEJ9F4Ug6IoPVFdUasKOplMIhAIIJFIYG5uzrBSmMFeA1mWTTuhabVyWJZlrK2tged5OBwOnDhxAmNjYx0RDu2oHCYaR/s6cBwHp9MJp9OJ4eFh9XtYBR6Txul0GtFoFNlstkqmsP8lmUIcBF2zzcPGfTqHjaNdTcFxHPL5PC5evAhJktRYChZNsbKygkKhAIfDURVN4fV6m6pA7FXMfC9lRH6cK+JheHGd3wAAjNmt+N+nh/HqYR8sdN03BWtG1+i4qSgKUqkUyWFCV+jTgyAIU8KksCRJarVPK1I4m80iFAphfX0do6OjuHTpUt2lOjabrafkMICeyLjTVkEnEgkEAgEkk0nMzc3hzJkzpmh01QtyuFnByqRwMBiEzWbDbbfdhvHx8Y6KhsM0pGukupAqh9uHtgJPiyRJap5xJpPB9vY2lpeXUSwW4XQ6q4Sx1+s1/dinhcRc87AHzERzUKyEPmjvx6xWK/r7+9Hf31/2PSyChz0c29jYQCaTQalUgsvlqso09ng8pr2naIVeuLc1AvGSiE+sJ/B38RJk2ODkOLx1YhBvnxiEl3KFW4LJ4WZIp9MUK0HoCslhgiBMA1tuz6QwoxUpLAgCgsEgotEoxsfHcfnyZfT19e37M71UOcxumiVJMn1VncViQT6fx3e/+10kk0nMz8/j7NmzppDCDK0cNiuNVg7Lsoz19XXwPA+bzYZbbrmla80e25U5TMvVG6OVc2W1WtHX11c1jpdKpbJoivX1dWQyGciyXDfP2GyvGT2IILoJVQ7rw2FWcrEInkoxVCwW1SrjTCaDSCQCQRCqctvZWNfrue0UK9EaRVnBf9tM4dPRBDLS3vV9t1XCB04sYNpp7jmDUWhWDlPlMNEOSA4TBGF4KqWwoijqzWyzk5Dd3V3wPI/NzU1MTk7i6tWr8Hq9h/rZXpPDeuesdgO21DKXy2FxcdF0UpjB3s9mfj0O+36SZRmRSAQ8z8NiseDmm2/G5ORkV8UCxUoYB71Fp91ux9DQUFlMkKIoKBQKapUxy/sUBAEcx6kCRSuOzTiuEIeDHuK0hvbejGieVmK+HA4HHA5H1ThXL7ddURR4PJ6q1RRmfDhWCzOvwuomiqLg/0tl8cFwHCuFvV4eJz0O/AqXxykbR2JYR5qVw5lMBpIkVUUfEkQrkBwmCMKwsCxc1miOTTw4jmv6pjWVSoHneWxvb2NmZgb33HMP3G53Q7/DarWqDQR6AbPKbkVRsLOzg0AggN3dXfj9ftjtdhw/frzbu9Y07L1tZjl8UDSDLMuIRqPgeR4AcPz48a5LYUa75DBJJ2PCcRxcLhdcLhdGRkbU7drmUJlMBolEAuFwGPl8Hna7vWY0BWCM15feZ81D12lr0PnTB717QOyX257P51VpzOIpstms+nCscpwzW7NPSZIog7lB/i1XwEOrcfzrbg4AMGq34oFpP1473IeXfvxjWK3G7dthRpp9j6bTaQCgWAlCV2i0JAjCcDApzBrN6SGFE4kEeJ5HIpHAzMwMrl27Bperua66ZpWp9TDb8SiKgng8Dp7nsbu7i2PHjuHChQuIx+MIhULd3r2WabWhW7epJ7cVRUE0GkUgEAAALC0tYXJy0lCVZnqLea0cJg5Pt+WDtjnU+Pi4up3lfDJprM355Ow/mTBvbm5iZLAPHo/HUO9vYn9IbrYGZTbrQ6caBHMcB7fbDbfbjdHR0bK/n8vl1HEulUohEokgm83CarVWRVN4vV7DrqigWInDs1OS8EhkB1/cSkMGYOeA/zw+iPsnh+Cz/iSCjs6nvoii2NQ5TaVS8Pl89PCD0BV6NxEEYRjqSeFmb5JZZSnP80ilUpifn9elMZnZZOpBWCwWUxyPoijY3t4Gz/MQBAHHjh3D7bffrt4YmeU4DsLscriycphJYZ7nIcsylpaWMDU1ZUhptl/lcDMPp0gON48Rz9l+OZ9biTTw1IsAgLVwGMsOWQb7AAAgAElEQVSBLBRFqWoM5fP5TFd9d1QgOdwaFCuhD52Sw/WwWCzqmDU2NqZuZ80+mTTe2dkpW1GhlcXsf7strihW4mBKsoL/vpXCpyIJpF/OFX7loBd/ODuMuYr4CKrE1p9mYyVSqRT6+/vpM4vQFbq6CYLoOu2QwlqJOD8/j/Pnz+vWcM1ms/WEhGRYrVZDy0j2egYCAWSzWRw7dgwXL16supky+nEcll6Qw+w6jsViCAQCkCQJS0tLmJ6eNrQ8OCgSo1FIDh8NKjM+L9x+O9x2S1n1XSaTQSwWQy6XUyuTK2VKq59R9D5rHZpoNw9VDutDt+VwPeo1+9SuqBAEAZubmwiFQigWi3A6nVXRFF6vt2PCVpIkQ55Lo/D1pIAPrsURzO/lCt/qduA9syO4s7923F6zVa5EfURRbOqzP5VKYWBggMZcQldIDhME0TUURVHzhLVdrluRwhsbGwgGg8jn8zh27Bjm5uZ0f8rda5XDRj0eRVGwtbUFnueRzWaxsLCw7+tpdqnK6IXjSKfT+Na3vgVRFLG4uIiZmRlTTND0zhxmkLRrjF6Y7HAcB4/HA4/HU7Zku7L6jjXTLBQKcDgcZbLY5/PB4/HQZLxD0HXaGlQ5rA9mq3att6KiVCqV5RlHo1FkMhmIogi3210VTdGOGB6KQahNIFfEB8PbeCq9lyvst1nwwPQwXj/SB+s+n790PvWHXQ+Nkk6nKW+Y0B2SwwRBdBwmhUVRVCdjreQJy7KMWCyGYDCIUqmEhYUFzM7Otu0Gptca0hktjkFRFGxuboLneeTzefX1PEjyG+04msWscpi9bvF4HIqi4JZbbjGNFGa0syEd0Ri9es7qVd+VSiVVGAuCgEgkAkEQIIoiPB5PVTSF2+2u+ZnZC2K9W1CsRGtQ5bA+yLKs20q3bmK32zE0NFS2qkJRFBSLxbKxLhwOQxAEyLJcNtax8a7eWHcYzCba201SlPCpSAL/fTMFCXu5wm8eG8BvTA6hz3bweSI5rD+txkoQhJ6QHCYIomO0QwpHIhEEg0EoioLFxcWOLFu3Wq0olUpt/RudxCiVw0wuBgIBFIvFhiV/L8VKmEmMsQrvQCCAQqEAr9cLv9+Pubm5bu9awxzUkI4yh4l2YbfbMTg4iMHBQXWboigoFAplImV7exvZbBYAqirvSqUSvddagORwa1DlsD4YNVZCDziOg9PphNPphN/vV7crioJ8Pl821m1tbaljncfjqYqmcLlcB16vFCuxh6go+OJWGo+s7yD5cq7wvxv04F0zwzjmOnwfFsoc1p9m5XA6nS67XyAIPaCrmyCItqO3FJYkCevr6wgGg7BYLFhaWsLk5GTHbgCNIlP1ottSlcWB8DzflBRmmLXithKzHIdWCufzeSwuLmJ2dhY//vGPTStYDpLDjYo3ksPNYdb3j95wHAeXywWXy4Xh4WF1uyzLZXnGqVQK6+vryOX2lgg/99xzhmsMZQZIDrcGnT996GU5XA+O4+B2u+F2uzEyMqJu1451giBgd3cX0WhUzW6vfEDm9XrhcDjU9yFVugLfSGXxJ+FtBF7OFb7Z7cAfzQ7jar+n4d9F51N/mpXDyWSSYiUI3aE7RYIg2garBCiVSrDZbKoQbnbyIIoiwuEwlpeXYbfbccstt2BiYqLjk5FelMPdOB7WsIzneZRKJTWbttkbT1Zxa/aJldHlsLZBYC6XU7Og2et2kGA1Mu3IHG5XjnGvQ+esPlopMjY2pm5nKy8mJiZqNoZikRRMprQj49PMkNxsDYqV0Aez38PoiXas0yLLMrLZrFplnEgkEA6Hkc/nYbfb1Z8RRRHZbBYej6cnojoaIZQv4oPhOP5Xaq/6eshmwe9M+fHG0X7YmrhOWaEPyWF9aaVyWPsghSD0gOQwQRC6I8uy2mhuZWUFiUQC58+fb0kKr6ysYHl5GW63GydOnMDY2FjXJiG9Joc7ndWrKAqi0SiCwaDasGx6errlG07282afWBlVDiuKgng8jhs3buzbINBssRha2rHvJIeJTmGxWGCz2TA1NVW2vTLjc21trSrjUyuND7NcmyAqoVgJfTD7PUwnsFgs6sMuLUwGs/FOlmXwPI8f/ehHZQ0/tQ/Iem1VRVqU8JloAv9tM4WSAtg44D+NDuA3p4YwcIhc4XqweUKvna9u02xURzqdxtLSUhv2iDjK0NVNEIRuaKUwqyCx2WyQJKmpiWaxWMTKygpWVlbg8/lw5swZjIyMdH3Syo6pV+iU7GZSmOd5SJKkVgrrNQliv8eIYrURjCaHFUXBzs4Obty4AUEQcOzYMczPz9e9meU4zrTXR7sqh4nGIKGuLw6HAw6Ho6oxlDbjM5PJYGNjA9lstuZybZ/PB4fj8NmUZoQqh1uDKof1geRw89hsNvT396O/vx+yLCMcDuOOO+6AxWJRoykEQUAsFoMgCCiVSnC5XFV5xl6v13SvgaQo+NJWGg9HdpAQ9+4hXzGwlyu85G597Gb3dWY7L0aGzZspc5gwCiSHCYJoGVmWIYoiJElSJ1cWi0WVw6IoNvT7CoUClpeXsbq6isHBQVy4cAFDQ0OGmXT0WuVwuxvsybKsSuF2Ng5kv8/sr42R5DCTwru7u1hYWMDFixcPvIk1c+UwxUoQZqaR99l+GZ/a5do7Ozvqcm2Hw1EljL1eb88sMyY53BpUOawPsiz3zDXVTdh9lNVqhc1mq9nws1QqqWNd5aoKt9td9ZDM7XYb8j3+dDqLh8JxvJQrAgCWXHa8e3YE9ww0nitcD1EUYbFYDHn8ZoXNV5q53lOpFGUOE7pDcpggiKZQFAWKoqhSmMGkMKORKtt8Po9QKIRwOIzh4WHccccdhnwqarVaGxbeRsZqtSKfz+v+eyul8NLSEqamptp2Y8keShhFrDaLEY5hZ2cHgUAA6XQax44dw4ULFw6d12eE/W+Wg0RuM+KI5DBhJvZbrq2NptBW3jGJos00NqpE2Q+Sw61BlcP6QJXD+nBQpSvHcXA4HPD7/fD7/ep2RVFQKBTKxrt4PA5BEKAoSll1MRvvuhXFs5Iv4cNrcXwtKQAABqwW/PaUH7802g+7Rd/9obxh/RFFERzHNXxeFUWhymGiLZAcJgiiISqlsLZSpNaN0WEqh7PZLILBICKRCEZHR3HXXXehv7+/LfuvB71WOax35rAsy4hEIuB5HhzHYXFxsa1SWIuZxSSjm8eQSCQQCASQTCZx7NgxnD9/vuEmLmaWoe1opmfm89Et6Jw1T7sEhc1mw8DAQFmlkqIoKBaLqkDJZDKqRAFQlmfMJIrT6TSsQCQ53Bp0/vSB5LA+sEi7Rs8lx3FwuVxwuVwYHh5WtyuKglwud2AUj1YcOxyOtlwTu5KMz0YS+KvNJEoKYAXwv43147em/BhqIVd4P0gO648oirBarU29R1KpFMlhQndIDhMEcSgURSnLFGZSmOO4fT/U9hOpmUwGwWAQsVgMExMTuHLlSlW1khHpNTlstVp1EWKyLGN9fR3BYBAcx+Gmm27C5ORkRyc5vfDadEMOJ5NJBAIBJBIJzM/P4+zZs03ni5pZ0FPlMEEcHo7j4HQ64XQ6a0oUJo3T6TSi0Siy2SxsNlvNaIpGH0K1C5KbzUNSUx/oPOqD3ueR4zh4PB54PB6Mjo6W/R3WBE8QBCSTSayvryOXy1WNd+z/NzveSYqCx7d38fH1HcTFvXvdu/vd+KPZERzXIVd437/dZDYuUR9RFJs+p1Q5TLQDusIJgtgXJoVFUYQsy4eWwgxWOaytKNnd3QXP89jc3MTU1BSuXr0Kr9fb7kPRDZvNpp6LXphItipUZVnG2toagsEgrFYrjh8/jomJia5MbswsJhntqF6tRyqVQiAQwM7ODubm5nDmzJmWm06ZWYa2Iy/ZzOeDIJpBK1G0SJJUlme8vb2N5eVlFItFOJ3OKmns8Xg6WqlG12lr9Mo9UbchOawPnap0rRfFUznexeNxrKysoFAoqPntleJ4P1H4nd0cHgpv48XsXq7wgtOOB2eH8YoBT0euO1blSuhHs3K4VCohm81S5jChOySHCYKoST0p3OgNq9VqVX9XJpMBz/PY3t7GzMwM7rnnHrjd7jYdQftgN0e98hS9WTlcKYVvvvlmTE5OdnVy2AtyuBPHUCmFT58+3bIUZpj5NThI5LJYnUYh6dQYJNSbw+jnzGq1oq+vD319fWXbK5tCRSIRZDIZtSlUZZWx2+1uy+cMyc3WoIZ0+kByWB+6HYNQb7yrzG/f2NiAIAjqQ7LKKuMdqx0fiybx1cReXE+f1YLfmhzCL48NwKFzrvB+dPt89iLNyuFUKgUAGBoa0nuXiCOO+a0GQRC6opXC2mYOzd6osg+9Z599FqlUCrOzs7h27RpcLpdu+9xp2M1RK8uBjESjmcOSJKlS2G6345ZbbsHExIQhJtW9EivRroaH6XQagUAA29vbmJubw6lTp+B0OnX9G2YWe+3Y93ZUIxNEL2G32zE0NFQ20WVNobR5xltbWxAEARzH1YymaDXfk+Rwa1BDOn0gOawPRj2PtfLbAaBYLKoPyDKZDPj1CP6uZMUTNh9EjoMFCl7l5PDrw27M9tlhgwKgs3K4F+Y8RqLZeWQ6nYbdbq9anUMQrUJXOEEQAPYmRSxPmFX9sfiIZn9fPB4Hz/MAAK/Xi3PnzulWndhN2Hkxu4RkHDZzWJIkhMNhhEIh2O123HbbbRgfHzfUZNDMVauMdhzD7u4uAoEAtra22v6AxsyvQbvENslholMYaTxuBW1TqJGREXW7LMtlecbJZBJra2vI5/Ow2+01pfFhJ98kh1uDKodbh61OofPYOmardHU4HHA4HBgYHMSX47v408IOtrA3z7josuHXPcBYXsDu+g6++28CFEUpa/rJqo3btbKCYiX0p1k5nEwm0d/fT+MEoTskhwniiMOkMMsFBnDoPOF6v29raws8zyObzeLYsWNIp9OYm5vrCTHM6IUKVcZBx6KVwg6Hw5BSmGFmMcnQ8xi0+d4zMzMdqdo382vQjrxnM1dSdws6Z0Q9LBaLKkG0iKKo5ntmMhlsbm4iGAyiVCrB5XJVCWOPx1M2sdbe/xDNQVKzdbTFGURryLJsOpn57G4OD4XjeCFbAADMOW14cGYE/26wPFdYURTk8/myOJ7Nzc2ylRWV0tjpdLY0vplNtpuBZqux0+k05Q0TbYHkMEEcUdohhTc2NsDzPAqFAhYWFjA7OwubzYZwONy2ZfLd4ijIYVEUVSnscrlw4sQJjI2NGXry3Auvix4xBJlMBoFAoKNSmGFmsUcN6Qgzc5TfZzabDf39/ejv7y/bXiwWy6IpwuEwMpmMWnWnlSdEa5hRxhkNksP6IUmSac5jpFDCR9Z38D93MgAAr4XDb0wN4c1jg3DWyBXmOA5utxtutxujo6Pqdraygo13qVQKkUgE2WwWVqu1Ks+YxfEcBkmSYLfb9TlgAsDePKuZwqlUKoX+/n5Dz8cIc0JymCCOGHpLYVmWEYvFwPM8JEnCwsICZmZmyiYIVquV5LCBqcwcFkURq6urWF5ehsvlwqlTpzA6OmqKmxAzV60yWjkGQRAQCASwsbGBqamprjR9NPNr0A6Ra4brxmjQOSP0wuFwwO/3w+/3q9u0VXfsKxaLAQC+/e1vq+JEW21MUuRgqHK4dUgO64cZKl2zkozPxZL4y1gSBUUBB+ANI3343Wk/RuyNaxrtyoqxsTF1uyRJyGazapXxzs4OwuFwzTge9lU55kmSZMom4kZGFMWmcoNTqRQGBwfbsEfEUYfkMEEcERRFUZvMsaYhrUrhSCSCYDAIRVGwuLiI6enpmje0NputZ0Qqo5eOyWq1QlEUFItFrK2tIRQKwePx4PTp0xgZGTGVqDGzmGQ0cwyCIIDnecRiMUxNTeHuu+/uWqMKM1fKHrTvzVwLZj4f3YTOWXOYabzuFrWq7iRJwpNPPonTp0+r1cbxeBwrKysoFApwOBxV0RRer9fw8qmTUEO61tHenxOtYdSGdAAgKwr+cSeDj67FsVHam0tc8rnw7rkRnPDo2yQY2LvP7+vrQ19fX9l2URRVYayNpigWi3A6nWXjXT6fr/p5ojWazXFmlcMEoTckhwmix5FluazRHMdxLTWakyRJFYhWqxVLS0uYnJzc9wbMZrNR5bCBYRLmG9/4BjweD86cOWM6KczohdelETmczWbB8zyi0SgmJye7KoUZZhb07aocJtFJdAJ6nzUPO3d9fX1VFXOlUkmVJ5lMBtFoFJlMBqIowu1218wzNuPnZ6tQ5XDrGFlomg2jVg4/n8njA+FtfF/YyxWecdjwh7PD+PlBb8fHDZvNhoGBgar82lKpVJZnHI1GkU6nkUqlsL6+XlZh7PP5qjLcicPRbEO6dDpNlcNEWyA5TBA9it5SmOXPLi8vw+Fw4NZbbz10U7JejZUw+zGVSiWsrKxgeXkZAHDixAlMTEyYelJrZjHJOMwxZLNZBINBRCIRTExM4OrVq4bJzDSzDKXKYWNg5jGIMCf7NaSz2+0YHBwsm4yz1TbaPOPt7W1ks1kAqMr19Pl8cDgcPf3epsrh1iE5rB9Gk8OxooiPrcXxD5pc4fsnh/CW8QE4Dfaa2+12DA0NYWhoSN32ne98BzMzM3C5XOqYl0gkIAgCZFmGx+OpksZut5vGhH1oVg5T5TDRLkgOE0SPIcuyGh+hKErLUrhUKqn5sx6PBydPnmw4f7aXIhgYZq5QLZVKWF5exsrKCvr6+nDu3Dk888wzGBgYMP1NXK/L4Vwuh2AwiPX1dYyPj+PKlSvw+Xwd3sP9MfNrwHHcgfve6DVCcrg56JwR3eCw1zfHcXA6nXA6nRgeHla312oItb6+jlwuB5vNVlVl7PP5mpIDRoQqh1uH5LB+yLJsiKzwnCTjLzeS+D9jSeTkvVzh1w734YFpP8Yc5rn2ZVmGy+Wqm+GuXV2xtbWlPiirbPzp9XrhcrlMP9/Qg1Yqh2+66aY27BFx1DHPiEQQRF0URSnLFGa0IoWLxSJWVlZUgXj27FkMDw839ft6ocq2EjPKYe1r2t/fj/Pnz6uTWjMeTy2sVisKhUK3d6MlasnVfD6PYDCItbU1jI2NGVIKM8wsQy0WC8VKEKaGJtzNsV/lcCPs1xBKK08qsz21stisy7Spcrh1SA7rR7crhxVFwf9MZPCRtR1Ei3tzoNt9LrxndgSnvPrnCrebevm42gz3kZERdbv2QZkgCNjd3UU0GkUulysbJ7XiuNdXV1TSihymymGiHZAcJggTU08Kt9LMolAoIBQKIRwOY3BwEBcuXCh7QtwMvVg5bKZjKhaLaqXwwMBAzdfUarWattpTi5mrVhnaY6iUwpcvXzZ8QxAzvwaUOWwMjtLkkDAG7b5GrVYr+vv7qyb0xWJRFcaCIGBtba1qmbZWHBu54o6tViOah+Swfsiy3DU5/IKQx0PhOJ7N5AEAUw4b/mBmGK8a6nyusF40Ktu1AliLLMvIZrPqmJdIJBAOh5HP52G326uiKbxeryEqwPVGlmXIstx0rARlDhPtgOQwQZgQRVHKMoW1S/mavenI5XIIhUJYW1vD8PAw7rjjDt0+eGw2m+mrOSsxQ6VtsVhEKBTC6uoqBgcHcfHixbL8MC1mOJ7DYGYxybBYLJAkCT/60Y8QDocxOjpqCinMOEw0g1EhOWwc6Jw1Dp2z5tGrcrhRHA4HHA5H2Wezdpk2EygbGxvIZrM1K+5YnnG3oViJ1iE5rB+SJHX8XG4WRfzp+g7+R3wXAOC2cHj7xCB+bWIQLhO/roqi6FaJbbFY1BUSWipXV2xvb2NlZQWFQgEOh6OswpitrjBzJA+bczVbOVzZRJAg9MC8VxRBHEHqSeFWKoW1ja3GxsZw11136b5UpVfEoxYjxxcUCgUsLy9jdXUVQ0ND+0phBhOSZsfs77VCoYCVlRUUi0Xkcrm2XI/thkUzmLGKrF0il6QdQRibbsnhWuy3THu/ijsmXLTiuJOVkxQr0TrdEJq9SidjJQqyjM9vpPDn0QSy8t5Y8pphH35vehgTJsoVrgd74N9OGVtvdUWpVFKlsSAIiMViEAQBpVIJLperKprC4/EYqhFhPURRVPsCNYKiKEin0wfO6wiiGcw/WhHEEYBJYVEUIcuyKoVbuYHMZDIIBoOIxWKYmJhoa4apzWajzOEOoI0EGRoaaqj624jH0wxmrRzWVnkPDAzAYrHgwoUL3d6tpmByoNfksCzLiEQiSCQSZRLmoMkSVQ43Dp0zotOYYbyqV3EnimJZlbFWnrjd7qoqY7fb3RYBSZXDrUOVw/rRiVgJRVHw1YSAj6zFsfZyrvA5rxPvnh3BOZ+rrX+7k7A5XDekq91ux+DgYNV8plgsqmNeZSQPG/e0Y1+7xr1mYXnDzXzupFIp0xWOEOaA5DBBGJh2SOF0Oo1gMIjNzU1MTU3h7rvvhsfj0XGvq6GGdO2lUCioubR+vx+XLl1qeLkRZQ53B60UZq+d3W7HN77xjW7vWtOw8cmMcq+WlFQUBbFYDIFAALIsw+/3Y3NzE8FgUK1cYcKGTUI8Ho96w0+isznonDWH0QWnUTGDHK6HzWbDwMBA2ee+oihVecbxeByCIEBRlJrRFE6ns6VzQJXDrUNyWD/aXYV9PVvAQ6vb+O7LucLjdit+f2YYv+D3wdJj14EkSU1VubYTh8MBv99f1kNFURQUCoUDxz3t2NetHPd6Df4OgiqHiXZCcpggDEilFAbQ8odyMpkEz/OIx+OYmZnBPffcA7fbrdcu74uZmrcdFiPI4Xw+r1YKj4yMNCWFGUY4Hj0wy3FomwRWVnnn83nTxjIAP5HD3WwG0yxM5DIxubW1hRs3bqBUKmFpaQmTk5MQRVE9Rla5wr62t7eRzWYBQJ18ZLNZWK1WFItFQ+SCEr0LCfXWMON4Ww+O4+B0OuF0OqvkSS6XU+VJOp1GNBpFNpuFzWarEsaNNIMy62eWkSA5rB/tipXYLon4xPoO/m57FwoAJ8fhbRODeNvEIDzW3nztJEkyRb4vx3FwuVxwuVwYHh5Wt1eOe5lMpizH3ePxVGUaOxyOto5nrHK4UTKZDCRJIjlMtAXjX+UEcYRggf+iKJbl37Xy4bSzswOe55FMJjE3N4dTp07B6XTqtcuHohdjJbopvPP5vFopPDo6qksuba9kDhu9crhUKqlSeGBgoGYetJnlKlAeK2E22Lnf2toCz/PI5XJYXFzE7Oxszer6WpUrsiwjl8upE5BSqYStrS1Eo1E4HA514sG+zJKP10lIMBGdxozjVTNwHAePxwOPx4PR0VF1uyRJZXnG2mZQTqezShrXGrdIbLYOnUP90PseqiAr+KuNJD4bTUB4OVf4P/h9+P1pP6ach3uAYlaarXI1CvXGPZbjzqIpUqkU1tfXkcvlqh6WsS+9HvI3K4dTqRQAUEM6oi2QHCYIA8Ck8Pb2NjKZDKanp1uSwoqiIB6Pg+d57O7uYn5+HmfPnu1a1ZpZqjkboRvHlMvlEAqFdJXCjF55jYwqh0ulElZWVrC8vIz+/n5cuHChTChqYde9WeWwVm6bjWQyCQB44YUXsLCwgLm5uYZv3i0WizqJGB8fR7FYhNPpxNzcnCpeMpkMIpEIMpkMZFmGx+Mpk8bdXOpoFI6KrCOMwVGverVarejr60NfX1/ZdtYMio1dkUgEgiBAFMWqccuMY77RIDmsH3rFSiiKgn9JZvGhtW2sFvYKXU57nHjP3Agu9FCu8H50srlfJ6mX4175sCwej6sPy9hD/kpx3Oi9YrNyOJ1Oo6+vrydfD6L7kBwmiC5SWSmcyWQQjUYxOzvb9O9jFW/ZbBbHjh3DhQsXDr0ksF2wyuFemnx1UqbmcjkEg0Gsr69jbGwMly9frprAtUqvZA4bTXKLoqhKYZ/Ph/Pnz5ctdauFmTN7AXNWDieTSdy4cUOVw1evXoXLpc+kj50Pm81W1VRFURTk8/m6Sx0rs4x9Pp8plnYS3aNXPmM7TS/dn+hJrWZQLNdT+7Bra2sLpVIJzz//fM1oinYv0e4VSA7rA+vT0qpAeylbwEPhOJ7ezQEAxuxW/N60H68Z7uu5XOH96FU5XI96D8sqm39ubGxAEAS1CKAymmK/lWHNyuFkMom+vj4aT4m2QDMMgugCWinMGnhwHAeHw9FU/IKiKNjY2ADP8ygWizh27BhmZ2cNIxGsVqupM1Rr0Ykme9lsFsFgEJFIpG1SmGE0qdosRqkc1kphr9eLc+fOwe/3H+r9b+bKW4ZRXoeDSKfTuHHjBnZ2djA3N4eTJ0/iqaee0nUStF9DOo7j4Ha74Xa7MTIyom7XVq0w8RIKhVAsFtUGeNqKPaN14W6VXvmc6DRmeiBjNHrp/qTdaHM9tePW17/+dZw8eRKyLEMQBCSTSXWJtt1urymNjXKfahRIDusDu/9o9rM8XpLwycgOvrSVhgzAwXF46/gAfn1yCN4ezRXeD7NkDrebWs0/AajNP9mXdoWF2+2uiqbweDwtVQ4PDg7S5xXRFugqJ4gOIssyJEmCJEmqFLZYLGWVZY0IR1mWEY1GEQwGIUkSFhYWMDMzY7inu+zDTxTFnmnI1E6Zms1mwfM8otEoxsfHceXKlaolT3pjsVh6Ihe621JSFEWsrq4iFArB4/Hg7NmzGB4ebugmjj0sMoNcrcd+QtQIZDIZBAIBbG5uYnZ2Vs1iZ9e0nvvezLmoV7XCGuCxypXV1VUIggAAakMV7ZeZx1sjv3+I3oQm263DxIcWSZLKqu02NzcRDAZRKpXKHnZpq+2OqiCVZbnrq/16AfZZ3uj7qCgr+OvNFD4dTWBX2rsHu3fIi9+fGcZsj+cK74fZM4fbjcPhgMPhKOshoihK2T0bi6cQBEGtanc6nWoRidfrhdvtPvBzKJVK6RYpSBCVkBwmiA5wkBRmHFYOy7KM9fV1BINBcByHxcVFTE1NGfZmmu1Xr8lhRUvg814AACAASURBVFF0rfIQBAHBYBDRaBQTExMdkcIMq9WKQqHQkb/VTpi073QVmCRJqhR2u904c+YMRkZGmt6HbkvuVjHq/mezWQQCAcRiMUxPT+PatWtl8RHavGe90FOU12qApyiK2lAlk8kgmUxibW0N+Xwedru9KprC6/XSJK+HIcHZHPQwonXqfe5arVb09/dXCY3Kh12JRAKCIKg57JVVxkchh50qh/VBkiR1rnUYFEXB/0pl8aFwHKFCCQBwwuPAu2dHcKnP3c5dNQVHLVZCDziOg9PphNPpLIuTY3Fi169fh81mUx+YCYIAjuPKMoxfeOEFnDt3DgsLC+p7OZ1OUzM6om2QHCaINiLLMkRRLJNVtaQw4yA5LEkS1tbWEAqFYLVacfz4cUxMTBj+RpLjONhstp6ILWCwamg9Gl4IggCe5xGLxTA5OYmrV6/C6/XqsZuHplcyh7V5vZ2YREqShHA4jGAwCJfLhVOnTmF0dLTlv21UuXpYLBaLoWRLLpcDz/OIRCKYnJzE3XffXVXdBrQnL7ndVeDaycTY2Ji6XZuNx/LsM5mM2kiqMprCSOLFKPtBHB0oVqI1WHRYI/dD9R525fP5MmmszWGvjKbw+Xw9VWlLclgfGmnoeyNXxJ+Et/HN9F6u8LBtL1f4tSN9sNKYAIBiJfSExYlZrVaMjY1hamoKwN57NpfLqePeSy+9hPe+972IRCJwuVxYWFjA8ePHYbVaUSwWsbm5WXbPd1g++9nP4qMf/Sii0ShOnjyJhx9+GPfcc0/N7/3VX/1V/NVf/VXV9hMnTuD69esAgMceewxvectbqr4nl8vp1ruD6Bx0lRNEG9BKYcZ+Uphhs9kgy3LVzaEoigiHwwiFQnA6nbj11lsxPj5uqolMo5EZRofddEqS1PTEJJPJgOd5bGxs7CusOkEvZQ4D7Z9gsQc1wWAQDodDNynMMLscNkosRqFQQDAYRDgcxtjY2IHV+CzSo9uxEnpQKxtP20hKu8S7UrxoK427JV6M9HCB6H1IDrcGu15bPYfaHPbR0VF1uyzLZTnsOzs7WF1dRaFQgMPhKBu7zLxCguSwPhymcCMhSvhUZAd/s5mGBMDOAb86Poj/MjmEviOYK7wfJIf1p/Kcsnsw9qB/cXER9957LwRBwA9+8AO88MILuH79Op599lmEQiGMj49jdHQUJ0+exKlTp9SvkydPljUQ1fKlL30Jv/u7v4vPfvazuHr1Kv7iL/4C9957L1588UXMzc1Vff8nP/lJfOhDH1L/WxRFnD17Fr/4i79Y9n39/f146aWXyraRGDYndJUThE6wqolKKcxkw2GozOYtlUpYWVnBysoKPB6P7gKqk3SigVsnYVXgzRyTNu90amqqq1KYYbFYekIOa6V9O25kZVnG2toaeJ6Hw+HAiRMnMDY2pvs1aXY53O39LxaLCIVCWF1dxfDwcEPNHA+SuezfG3nNjSI66zWSqhQv29vbWF5eLuvAra3WO8qZoEbGKO8zM0JyuDXYeN+uc2ixWNRxSIsoimVVxtoVEtpGUOx/jd68k+SwPuwXg1CSFfzNVgqfiiSQejlX+OcGvfjDmWHMu3qnCl1PRFGE0+ns9m70FIfNcfZ6vbh8+TIuX74MAPjt3/5tvPKVr8Qf//Ef48UXX8QPf/hD/PCHP8Tjjz+O973vfYhEIpienlZl8ZkzZ/DmN78ZAPDxj38cb33rW/Frv/ZrAICHH34Y//zP/4w/+7M/wwc/+MGqv11ZYPD3f//3SCQSVZXCHMdhYmKi6XNBGAeSwwTRIix3lmUKa5fVNXqTzKqLc7kclpeXsbq6ir6+Ppw7dw5+v9/UE5dei5UAGq+23d3dBc/z2NzcxPT0NO655x643cbIMuuVyuF2ZMay38cqhW02G2677ba2Vu93W662SreqZUulEpaXl7G8vIyhoSFcunSp4Wy2g/a9UYlk9OZ8QH3xUiqVVGHMMkEzmQwURamq1GMN8PS4Jsz8WUeYE5LDrcHGuE6LTZvNhsHBwbJKucpGUJlMRm0EBaBmrI5eY1erkBzWh3qxEk+lsviT8Db4/F6u8K1uB/5odhiX+7tboGF0KHNYf0RRbKqIJZ1O46abboLP58OlS5dw6dKlsn/f2dnB9evXVWn81a9+FW9+85tRLBbx7LPP4l3velfZ97/yla/Ev/7rvx7qbz/66KP42Z/9WczPz5dtz2QymJ+fhyRJOHfuHN7//vfj/PnzDR8b0X1IDhNEk9STwo1UCldSKBTAcRy+/e1vw+/348KFC2VZbGam1yqHgcML1d3dXQQCAWxtbWFmZsZQUpjRK5nDrKJbL9HNmj/yPA+r1YpbbrkFExMTbZ9Eml0Od3r/RVHEysoKlpeX4fP5cPvttzc9dvZKrIQe2O12DA0NVXXgzuVyqjBOpVJYX19HLpeD3W6vGU3RzKTSrOes2xhBcJkVOnfN0+7K4UbYrxGUtnlnOp1GJBJBLpeDzWar+cCr00vpG8nKJepTGSsRzBfxJ+E4nkxlAQBDNgveOe3HG0b6KVf4EJAc1p9m5XAqldq36MHv9+Oee+6pyhHe3t6GJEkYHx8v2z4+Po5YLHbg341Go/inf/on/M3f/E3Z9ltvvRWPPfYYTp8+jXQ6jU9+8pO4evUqvv/97+P48eMNHBlhBEgOE0SDMCksiiJkWValcCtP+nO5HEKhENbW1gDsDbS1sn/MTK9lDgMHV0On02nwPK9K4WvXrhk2g6lXKocBfUS3LMuIRCLgeR4WiwU333wzJicnOzbxNbsc7pQQ1TYEdLvdOHv2LIaHh1t6nfTOSzazHK4Fx3HweDzweDxlzVAkSSprgBeLxaqWd2vFi9vtNoRIIgiAHka0il6Zw+2kXvNONnax8WtrawuhUKgsVkcbTeH1ettW3UuVw/rAZGZKlPDpSAJ/vZWCqAA2Dnjz2AB+Y3II/TaSnYeFMof1hfUXarZyuF6m8GGoHKMPu2rmsccew+DgIF7zmteUbb/rrrtw1113qf999epVXLhwAZ/61KfwyCOPNL2fRHegq5wgDkk7pLAgCAiFQohEIhgbG8Ply5fxgx/8wLACsRWOUqxEKpUCz/PY3t7G7OysoaUwo1cyh4HWxKosy4hGo+B5HgBw/PjxjkphhtnlcLv3vzL7Wc88dovFQpXDTWC1WtHf34/+/n51m3Z5N/va2tqCIAhlDfC0FXt2u93QgsnIHIX3WbugWInWkGW5pZVz3aTW2AX8JFaHSeO1tTUIggBZluvmGbd6/CSH9aEkSXhCceDxH64iIe7di/zMgAfvmh3GgsvR5b0zH4fNxyUOByuWalQOK4pyYOVwPUZGRmC1WquqhDc3N6uqiWv93c9//vN405veBIdj/+vHYrHgjjvuwI0bNxreR6L7kBwmiAOolMLAT5auN0smkwHP89jY2MDExASuXLmiZj32YoUtcDRiJVKpFAKBAOLxuGmkMKNXYiWA5kS3oiiIRqMIBAJQFAU33XQTJicnuzZJM7scbpcQrazobkf283773szfMaMs0Yt6y7u1DfAEQcDOzg5WV1dRKBTgdDrVSWgsFqMGeERHIDncGtp+G71CvVidfD6vCmNBELC5uYlsNqs+8Kp86HWQTNHCJDvRPN9KZ/F/bBexLLsAWcZxlx1/NDuCuwcoV7hZKFZCX0RRbNolpFKpsjHpsDgcDtx+++342te+hvvuu0/d/rWvfQ2vfvWr9/3ZJ598EoFAAG9961sP/DuKouD555/H6dOnG95HovuQHCaIOiiKAkmSIIpi2XK5Vm7atDED09PTuPvuu+HxlN+s9Koc7uXK4WQyiUAggEQigdnZWZw6dcp0XX2PaqwEk8I8z0OWZSwtLWFqaqrrk1yzy2G9919RFMRiMdy4cQOKorS1ovsgsd3o3zwqlcONcFADvHA4XFWpx5pIab+M0kTKSND5aA6Sw61xVM4fx3Fwu91wu90YGRlRt7MHXkwaJxIJhMNh5PN52O32mtEUtaoGKXO4eZbzRXxoLY7/N7mXK9wHBQ/MjeI/jvbDdgTem+2EYiX0heUNNzNm7u7uNh0r8cADD+BNb3oTLl68iMuXL+Nzn/scVldXcf/99wMAHnzwQayvr+MLX/hC2c89+uijuPPOO3Hq1Kmq3/lf/+t/xV133YXjx48jnU7jkUcewfPPP4/PfOYzTe0j0V3oKieICtohhZPJJHieP1RFqc1mQ6lUavpvGRWr1YpCodDt3dAVSZKwvLyMQqGAubk5nD592nRSmMGEai9M8A4jJpls5HkeoihiaWkJ09PTXZfCDLPLYb1yexVFwebmJm7cuNGx14ka0nUPVqm3u7sLi8WCU6dOqZV6LJYinU4jGo0im83CZrNVNZCqJ10IYj964bOvmxz1ilftAy/tEm1RFMuqjGOxGARBQKlUgsvlqorVqWykRhzMrijhM9EEvrCZQkkBrAD+g0PBf3RIuDjW+PJ7ohw2L6aHFvrRbDO6UqmEbDbbVKwEALzxjW9EPB7H+973PkSjUZw6dQpf+cpXMD8/D2Cv6dzq6mrZz6RSKTz++OP45Cc/WfN3JpNJvP3tb0csFsPAwADOnz+Pp556CpcuXWpqH4nuQnfPBPEyekthRVGws7ODYDCIZDKJubm5Q1WUUuWw8UkkEmql8MDAAO66666Glg0aETYZ6YXqgP1iJRRFwcbGBgKBAERRxOLiImZmZgw3GdO7KVqnaTW3V1EUbG9v48aNG8jn81haWsLMzExHJifUkM4YaD+HWaXe6Oio+u/aBnhsaXcwGESpVKrKA/X5fEeiAR69z4hu0YuxEnpgs9kwMDBQJnMURVFXSbDxa3V1VV0l8cMf/hB9fX1lY5jT6ez58atRJEXB323v4hPrcey8nCv8U/17ucLSaohkpk6wwhE6n/rR7FwrlUoBQFOxEox3vOMdeMc73lHz3x577LGqbQMDA8hms3V/3yc+8Ql84hOfaHp/CGNhbgNAEDqglcLahhqtSOHt7W0Eg0Hs7u5ifn4eZ8+ePbQ87CWJqqUXpPfOzg4CgQBSqRTm5+fhcrlgt9tNL4YBqDd9ZhaSjFqxEqwCNRAIoFgsYnFxEbOzs4adzB7lyuF4PI4bN25AEAQsLi5ibm6uo5MSqhzuPof5/D2oAR4Tx9vb2xAEARzHlcliJl56YfwmWocqh1vjqFcONwLHcXA4HPD7/fD7/ep2WZbx9a9/HbOzsygWi9jd3S1bJVErz9hut3fxSLrHt9M5fCC8jR/nigCARZcdfzQ7jJ8a8AIAfiTLNLbrBJuTkhzWj2Yb/KVSKdjtdrjd7jbsFUGQHCaOMIqiQBRFSJKk3tRaLJaWpPDm5iZ4nkcul8OxY8dw4cKFhm/cbDYb8vl8U/tgZMzckC4ej4PneaTTaczPz+PcuXNwOBx46aWXTHtMlWgrh82OVqwqioKtrS0EAgEUCgUsLCxgdnbW8De5ZpfDzVQOJ5NJ3LhxA6lUCseOHcPFixe7UsXeatVzJSSHO8d+DfByuZxaqbezs6PmgTocjprRFEZ9cHQQJOiag+Rwa1DlsH6Mjo6WiU1JksoaeMbjcaysrKBQKNQcvzwej+HvcZpltVDCh8NxPJEUAAD9Vgt+a2oIvzw6ALvlJ9cvxXPohyRJLTdiJ8ppNlYilUphYGCAXguibZAcJo4csixDkiRdpTDLLi2VSlhYWMDMzEzTUqMXKmxrYbaKaBYLEggE1Arw8+fPl8l+m83WMznKHMf1TFM6i8UCURSxtbWlxhKwSmGzTJjMLocbqRxOp9O4ceMGdnZ2Gl5p0Q7aIXNJDjeOnufMYrGoVXfaPNBSqVQWTRGJRJDJZMoa4GmrjWlpd+9Ccrg1qHK4ddhnZqX4sVqt6OvrQ19fX9n2WuOXIAgQRREej6eqytjM0ToZScafRRP4vzaSaq7wL43247em/PDbq+/rKCNXP1iVq1nfO0akFTmsXS1FEHpDcpg4MsiyrFYKs0lAK1JYlmVEo1HwPA9ZlrG4uIjp6emWb0Z6VQ6bpXJYURTE43EEAgEIgoD5+fm6FeC9IlMZ+2X1mgWW5be6ugpZltVKYbPlKJtdDh+m+jaTyeDGjRvY2trC7OzsoTLZOwHFSnSfTk1C7XY7BgcHyzp/swZ4TLpkMhnEYrGypd2V0RRmG1+IakgOtwadv9apJ4frUW/8KhQKZdJ4a2urLFqnUho7HA7DvnayouDx+C4+vraDbXHv/vRqvxvvnh3BcXf9h8iyLFN1pU6QaNefZuVwOp3GwMCAYa9XwvzQ3SzR82ilMKNVKby2toZQKASO47C4uIipqSndbkJ6VQ4bvXKYZUXzPA9BEA61rN0swvuw1MrqNQtaqZ9OpzE4OIgLFy6YVtqYXdTvJ7ez2SwCgQBisRimp6dx7do1uFyuDu9hfUgOH220DfBGRkbU7dql3ZlMBpubmwiFQigWi3C5XLC5vOr3ZrMCXDZfx+UEvc9agybczUOxEq3DPjNbeR9yHAeXywWXy1UzWodJ42QyifX1deRyOdjt9iphbISHXt/dzeGh8DauZ/dyhY857XjX7DB+ZsBz4DkioakfvdCo2miIothUMUQymSxrbkkQekNXOtGTKIpSlinMaKXRnCRJCIfDCIVCsNvtOH78OCYmJnS/Ge5lOWzE42JSOBAIIJvNYmFhAXNzc4e6Eeq1ymGzHg+TwplMBseOHYPP54PNZjP1zazZK4drxUrkcjnwPI9IJILJyUncfffd8Hg8XdrD+hwUidGo7CU53BxGO2f1lnazBnjbiTSAvU7izz77HJxWlFXpsS9qkmRMqPK1NShWonVYtWs7zqM2WmdsbEzdLklSWZVx5UOvSmns8Xja/hBgrVDCR9bi+KfEXq5wn9WC35wcwn8aG4DDcrhzI8syyWGdINGuP6Iowuv1HvyNFbDKYYJoF+adORNEDRRFKcsU1lYyNHuzJYoiVldXsby8DJfLhdtuuw3j4+Ntuwk2qkRtFavVqr4+Rqgu0TYqy+fzOHbs2KGlMMPo1dCNYjY5vLOzgxs3bmB3dxcLCwu4/fbbYbPZ8NJLL5nqOGphdjmsrXzO5/MIBoNYW1vD+Pg4rly5Ap/P1+U9rA9VDncfM0kmh8MBv98Pl28AwCoA4OrVq+CkYlmV3tramtoAr1IY///svXmUI8l93/lN3EehLtRdheruqj6m72N6Zrp7utsWZUqWbC1Nm0v6acW1V+TaNC0vKYqkOBzy+a2kESWK5I6OpUTKOkzRK1FaUpK9kiWNnpaXNdZSQ4qaEckuJIDCUQUUCkcByMSV1/5RkzlAoVCFIwFkZMXnvX4zja5GR0ZmRkZ88xvfn54FpEjqOyNB79H+oM7h/hnF/NhqtWJ8fLwlx7RerzdF6+TzefA8r+WxN45hXq8XLper77GHl2R8KpXHr6UKqCsKLADePDuOdy9Nw39IrvBR0IJ0+qFmDlP0o9+CdBTKoKDiMMUUtBOF+3EKC4KAaDSKaDQKj8eDq1evYmZmZuALL1UcNpuLRX0IiqI4UueUoihIp9MIhUKoVqt9ZdKSJqYeBylRBvl8HsFgEMViEadPn27JhLZYLBAEYYQt7B/SxWGGYSAIAh49eoRYLIaZmRncvXu3xXVpRDrJS+4GKg6fPCwWCzyuVpeeKIpNgotaQEqSJLjd7iaxZWxsrGvBhV5nvWO2Odewoc7h/jGKeQLYf+nlcDgwNTWlfabmsasuY47jsLOzg3K5rDmTD0ZTdDLflxUFf5jl8PGtLHaE/TnoHZ8LzwZm8JintzoE1O2qH7Qv9affzGEKZVBQcZhCNKooLIoiZFnWROF+Jlf1eh2bm5uIRqOYmJjAjRs3MD09PdQCOepxmelhrJ6TUYnDiqJgZ2cHoVAI9XpdE4X76WOzicNGzxzO5/NgWRZ7e3s4ffo0bt68eWihQFJE7qMgWRwWBAH5fB57e3vw+/148skniZrMDsI5TOkeMwqdNpsNExMTTfeDWkBKFYwPCi4HBWM1NoeiL1Qc7g/qHO4fI4nDh9GYxz47O6t9LsuylsfO8zxyuRzi8XjLTonG/6pz729wVfxUPIO/5WsAgIDThg+s+PH6SW9f96PZ1lCjhGYO60+vfVosFnH27NkBtIhC2Yfe6RQiGYQoXK1WEYlEkEgkMDU1hdu3bze9MR8WjQ5bM01sGIYZSQzDIERhFTMWpDOiqLq3tweWZZHP53Hq1Clcv379yBcMRhe5O4FEcVgURUSjUS2XfXp6Grdv3x51s7qGxkqMnpMk0jUWkGosgCfLclMWaCaTwebmZksWqPrL7XaP8CjIh4rD/UH7r3+MLg63o/ElViONOyV4nkcqlQLHcRBFEWW3F19wTuIr8v6ax2th8G8WJvEvF6bg7DBX+ChorIR+UOew/lDnMMWoUHGYQhSqKJzL5cDzvJb9288EoFKpIBwOY2trC7OzsyN3uakid6+VTI3MMPOUFUVBKpVCKBSCIAhYW1vDysqKrhMcVUw1y6LIaI7bQqEAlmWRy+WwurqKa9eudeQ6J1FYPQhJxyBJEmKxGCKRCNxuN27evIlCoYBisTjqpvUEFYeNwUnvM4vF0rYAXmM0RSwWA8/vF26y2WywWCyIxWKaeOxwOEzxfBoGtJ96h8ZK9A+p4nA7DtspUZYk/MpWFr++W0JNBhgo+HtKDf+4lMVEMYZvJjwtLmOn09nVtaWahqigqQ9mMysZgV77lGYOUwYNFYcpRKAoCiRJ0rJ4C4UCkskkFhcXe/5OnucRDoeRTCYxPz9vqDxMMxelG/RxKYqCZDKJUCgESZI0UXgQE271wW6W7WtGcQ4Xi0UEg0HkcjkEAgFcuXKlqxclRhO5e4EEcViWZSQSCYRCITgcDly5cgWzs7NgGAalUsnw7W8HwzC6tp2KwxQ9aZcFqr7o5nkehUIBW1tbqFQqsNvtLdEUjdu6KfuY5SXvqKCxEv1jNnG4EUVR8F9yHH4ukUXq1Vzh22MufCgwg8tepzaGqS7jYrGIZDKJcrkMm812aDTFYbFiALTnNx3j9EGSpJHWijEbsixDluWeC9JNTk4OoFUUyj5UHKYYmoOiMLC/0HY4HD2LjKVSCeFwGDs7O1hcXMTTTz8Nr9erZ7P7xqzi8CBjJWRZ1pzCgxaFVdSJp1m2XI06jqFYLIJlWWQyGayurnYtCquM+jj0wMjisCzL2N7eBsuysNlsuHjxoraLQ0Xvom7DpBMxtxshiYrD3UNFuu5gGAYejwderxcWiwWXLl0CcPS2bvXnG6Mpui2AZyboPdof1DncP2aNQvgmV8Vz8Qy+8Wqu8LLDhh9f8eMfTr2WK6yOYR6Pp+nvSpKk5RlzHNcUr+N0OlsEY6/Xq60zzNiXo4BmDuuLur7vtk8VRUGxWBxJ5CXl5EDvdIohaScKq5MIm80GQRC6+s5CoYBwOIzd3V0sLy/j/v37LZMQo2BWcXgQzmFZljWnsKIoWFtbw/Ly8lAmhY3isBkYlXO4VCqBZVns7u4iEAjg4cOHcLlcPX+fkYXVTtHbvaoHqiufZVkAwPnz57G4uHioIEDyOdBb2KbicG/QPuufdgXw6vV6UwG8dDqtFcBrFIzV/2/n0DMT1DncH9Q53D9mcw6n6iI+vpXFH2Q5AIDHwuAdi1P44fkJODs8TqvVemi8jiAI2ksvjuOwtbUFjuMgy7I2f4xGo9o45na76f3dIzRWQl9EUQTDMD3HSoyPjw+gVRTKPlQcphgOtXK36kJoFIVV7HZ7xyJjPp9HOBxGLpfDyspK38LTMDCrOKzncanuxXA4DEVRsL6+jqWlpaFOrNWHu1nEYYvFgnq9PrR/j+M4sCyLdDqt671JYyX0RVEUpNNpBINBiKKIs2fPHnuvkSyI0sxhiplhGAZOpxNOpxN+v1/7XJblJodeNptFNBpFrVbTHHqNgrHH4zGVkEXF4f6gzuH+MYs4XJVl/FqqgE+l8qjI+8++N/p9+LHlacw79JEe7HY7pqamWuJ1arUaMpkMWJZFuVzG7u4ueJ4HwzCHvviicQnHY5bdkUah12J01DlMGQZUHKYYDnUhbbFY2k40Vedwu8m8oijI5XIIhUIoFAp9bVEfBWYWh/sV7VRROBQKgWEYrK+vY3FxcWQTajOJw8M6Fo7jEAqFsLOzg+XlZTx48ABut1u376exEvqgKAoymQyCwSBqtRrW1tYQCAQ6uteM0P5eoeLw6KEiU+/02ncWi0UTThpRHXqqSy+RSIDjOCiKom3jboymILkAHqntNgLUOdw/pIvDiqLgv+Z5fDSRxVZ9fw1zy+vCs6t+XPMO3pTDMAxcLhd8Ph9sNhsuX74M4LUXX6rLOJ/PIx6Po1qtapnsB6MpaIzCa1BxWF96FYfVWh40c5gySOjIRzEkVqv1yMW0usXxYA6SKmaEQiFwHIfTp0/jxo0bxL0ZNqs43E+shCzL2NraQjgcBsMwOHv27EhFYZVhFNkbFoMWVXmeRygUQiqVwtLSku6isArJwqTKqI8hm80iGAyC53msra1hdXW1q8UByYLoICI9SO2LUUL7rHsG0WftHHqVSkUTW4rFIra3t1GpVGCz2ZrEYlIK4FHncH/Q/usfksXhV/ganotn8NdcFQCw6LDhfcvT+MfTY0O/Lg6KmY0vvubn57XP1Ux2dRzb2dkBx3EQBAEul6tFNDbbbolOoZnD+tKrOFwsFgGgKSaKQtEbeqdTiEQdVAVBgM1m07Y9h0IhVKtVnD59Grdv3yb2YWZWcbgX57Asy0gkEgiHw7BarTh37lzbnNNRQJ3Dx1Mul8GyrCYKDzrvmzqHeyefz4NlWRQKBZw5c6bncXTU4nY/HCUO9zLukCyUUyiH0Vg8anZ2VvtckiRNaOE4DqlUCjzPQxAEuN3uJrFlbGzMUDmg9B7tDxor0T8kisO7goiPJ3L4QrYEBYDLwuBfLUzi7fOTcFtHcyyyzXMZlAAAIABJREFULHf0MuqwTHYAWia7OpbFYjHwPN+0W6JxHHM6naa+9mnmsL70Kg4XCgX4fD56LigDhUzljGJ6jltMMwyjRUuomcKCIODMmTMIBALED5y9FNwjAavVilqt1tHPSpKkOYVtNhsuXLiAhYUFw03AzCQO653VWy6XEQqFkEwmsbi4OLQikDRzuHsKhQJYlkUul8OpU6dw48aNvopQkSyIdvL80fP7KK0YbZyndIbVasX4+HhTwZzGAniq2JLJZLQc0IOC8agK4FHna3/QWIn+IUkcrskyfnOngF9O5sG/miv8P0yP4b0rfizqlCvcK5Ik9dWPDocD09PTmJ6e1j47uFtCfflVqVQ0Z3Kjy9hMhTxprIS+9OrEVovR0ecUZZBQcZhCJKpo8tJLL8FiseDMmTNYWVkhZlJ1HDabDZVKZdTN0J1OnMOSJGlOYbvdblhRWEWPHGWjoJfQXalUEAqFsL29jYWFBTz99NPwer06tLAzVGGV5MW+xWKBoigDP4ZSqQSWZbG7u4vV1VVcvXpVlxgekp3Dat/rBanX4KihgnpvGO1666QAHs/zyOVyiMViqNVqcDgcLdEUg97STfLzwghQ53D/dOp4HSWKouDP9nj8TDyLxKu5wte8TnwoMIObY8Yo9j0IMfOo3RKNecaNhTzVcazx5ZfH4zH8OW5EnUuTuhPXiPTqxC4UCpiYmKDjLGWg0DudQhSNblJJkrC8vIwLFy6YRhRWMXOsRLvjkiQJ8XgckUgEdrsdFy9exPz8vOEfgmZyDvcbx1CpVBAOh7G1tYX5+Xncu3evpbjRMFAnXSQv9tUxbVDHwPM8WJbFzs4OVlZW8PDhQ7hc+i3sBpHbOywGVZCO5OuRQgYkCepHFcBrdOclEgnwPA9ZluHxeFrEFr22dNP7sz+oc7h/ZFk2tNv0W+UafjqewV+V9nOF5+1WvG/Fjx+YHoPFQPfOMEV2q9UKn88Hn8/X9HnjOMbzPLa3t8HzPERRhMfjaYmmMFLETiPq+oYkQdvoiKLY031eLBZp3jBl4FBxmGJIDj4gDwqHFy5cQDQaxfj4uCkno2YVhw8r3tZ4bh0OBy5duoS5uTlDTpIOw2wF6XoRuqvVKsLhMBKJBObm5kYmCquoY0K/WwtHidpuvbeZNrq6B10UkCShqpFBxEpQuoP22cnFbrdjcnKyqSK7oiioVquaYKxu6S6Xy1oBvEahxev1du10o+Jwf1DncP8YNVYiK4j4P7Zy+N3Mfq6wk2Hw9oVJ/KuFSXhGlCt8FEaY+7Ubx2q1WpNonMlkUC6XAaBJMFb/63A4RnpfqeubUfenmRBFEU6ns+u/p8ZKUCiDhIrDFEMjiiJisRg2NzfhcrmahMNkMmkaUe4gZhWHGyMYRFHUROGD55YkzOQc7jart1EUnp2dxd27d1vcE6OgUVglFb2PofFczc/PDzzqg+RYieNcz92K3uqYRsWn7iD15cKoMeM1xjAM3G433G73oQXwVLElnU5rNShcLldLNMVx7jwz9t2woONb/xhNHK7LCj6TLuD/TObBSfvPxH80NYb3rUxj2Wlch7NRM3IZhoHL5YLL5WqJ2GnMMy4UCtja2kKlUtFefh3MNB5WzIPal/Te1g9RFHuafxeLxaaXDRTKIKDiMMWQCIKAUCiEaDSKsbExXL16FTMzM00PJ7MWbQPMKw5brVYIgoBwOKwJ/leuXMHs7CyxEw8zicOdHkutVkM4HEY8HjeUKKxisVjAMAzR50UvcbheryMcDiMWiw31XJFchG0QsRIAFTspFL05rAAeAK0Anvorm82C53kAaHEYq+48en/2h9GETRIxSh8qioK/KJTxkXgW0dr+OuuKx4lnA37c9um/00hvSMhubsRisWiu4bm5Oe1z9eWX6jJOp9OIRCKo1+twOp0t49ggctl7LZ5GaY8oij316d7eHo2VoAwcerdTDEkqlcLe3h5u3ryJ6enpQ4VDu91uSgEVMKc4LIoiUqkUarUadnZ2DhX8ScRqtaJer4+6GbqgZg63cwDVajVEIhHE43H4/X7cuXPHsFucSHauAvuCYj+5vYIgYHNzE5ubm5iensZTTz011Eklyf1PxeHRQ/pzYVTQa2wfh8OB6elpTE9Pa5+p7jxVMM7n84jH46hWq5o4LAgC7Ha7JrgYQagjBeoc7h8jiMMblRqei2Xxl6X9otizdit+bHkab/T7DJUrfBRGdQ53y1EvvxpF44O57AejKVwuV8/3Zq/F0yjt6VUcLpVKTTtnKJRBQMVhiiEJBAJYWlo68mdsNhuq1eqQWjRcVHHYDJNtURQRjUaxubmpZZveuXOH+ONSsdlsqFQqo26GLqgTwIOui3q9jkgkglgshunpaTz55JOGf3tNsjip0ssxqPdbJBLB+Pg4bt++jampqQG1sD0kO4f1zkum4nBv0P6i6EmjO29+fl77XBRFcByHR48eQVEUbG9vg+O4FqFFFVv6EVrMDC1I1z+jFIdzgoSf387hd3aLkAE4GAY/PD+Bf704hTED5gofhSRJcDgco27GwHA4HHA4HE1zOzWXvbGY587ODsrlctPYd3DHxHGYRWg3Er2Kw4VCAWfPnh1AiyiU16DiMMWQdJJ9arfbwXHckFo0XGw2GxRFIW5rVCOCIGii8NjYGK5fv46xsTF88YtfNIXorWK2WAngtclgvV7H5uYmotEopqam8MQTTxCTd2WG89KNOCxJEmKxGMLhMLxeL27evNmUaTdsVIGVxHudOocpJEPa/TZqbDYbJicn4XQ6MTs7i+Xl5SOFFqvVemg0xUnfek0L0vXPKOb8gqzgs7sF/NJ2HsVXc4W/d8qLH1/xI2DgXOGjMIIDe9g05rLPzMxon8uyjHK5rLmMc7lc046Jg4Kx1+ttugapOKw//YjDpKzBKORysmcyFKIxe+YwsC+wkvZQVrezR6NR+Hy+pmiQxmJ0ZnmrbwYRUkWdTFerVU3Yn5ycJEoUVjkpzmFZlhGPxxEOh+F0OnHt2jVDxLWQXITtOHG41+Oh4nDnkHbNUMincaxqJ7RIkqQJLRzHYXd3V8sAVQvgNQrHbrf7xIhU1DncP8MWNb+4x+MjiSzC1f211GNuBz60OoOnCMgVPgoqaL6GxWLRxqNGRFFsiqZIpVLgeR6CIMDtdmvjWK1WA3AyBfdB0WuOc7FYHMlOQMrJgorDFEPSycLQzJnDFosFFouFqOOr1+uIRqOIRqMYHx8/1LmoTizMJg6TdJ6OQj2Ov/qrv8Lk5OTIIgn0wOzisCzL2N7eBsuysNlsuHjxIubn5w0jqjUW1CNtQdFP1nO77wOoONwttL8oRsNqtcLn87UU9VQL4KliSywW0wrgeTweTZxRf5ll/tMIiS8Cjcaw3NdspY6PxDP4cnE/Es1vs+I9y9P4ZzM+WE1wDknedTksbDYbJiYmmiLiFEVpGctyuRzq9Tq+/OUvHxqz43Q66X3fBZIkQZblrsVhRVFQKBQMW+eFYh6oOEwhFjM7hwFyitI1Rg9MTk7i1q1bTUVgGmEYBjabzTROW8AczuHGCBCGYfDYY48hEAiMull9YYbzcpg4rCgKkskkWJYFAJw/fx6Li4uGm5yr7SFRoNfbOawWF6RiJ2XQ0Gusd/oRNw8rgKcoCsrlsiay7O3tIZFIoFqtakXvGkWWg9u5SYPGSvTPoEXNPVHCL2zn8X+lC5AA2BngX8xN4p2Lk/DZyL32DiJJEnEvpY0AwzBwOp1wOp2auScUCqFer+PUqVOaaFwsFpFMJlEul2Gz2Q6NprDbyYwkGTTquoQ6hylGhYrDFGIxs3MYML443FikrBuXqdGPq1tIFiEbiwWOjY3h5s2bePnll1u2n5GI2ZzDiqJgZ2cHLMtCFEWcPXsWS0tLhl0Aqe0iUazSuyCdCol9MSqoyEQZNno7XxmG0UTfubk57fOD27mTySQ4joMoiprLuNGdR0oBPBor0T+D2mkjKgp+e7eIX9jKYe/VXOF/MOnBB1ZmcMplPhGPxkrohxqB4PF44PF4Wv6sMc84k8lgc3MT9XodTqezRTT2eDwn/ryIoqjtDu6WYrFo+GLgFPKh4jDFkHQyEVZFRrNuZTOqiFqr1bC5uYlYLIapqamuowfMFMMAgEgntCiKiMViiEQi8Hq9uHHjhpYL3UkxSBIwizgsSRJ2d3cRDAZRq9Wwvr6OlZUVwy/CzewcNsp3mh3aX71hxvnQMBjWXLLddu5araZlGfM8j3Q6jXK5DIvF0iQWG9WZR53D/TMIcfgrhTJ+Op4B+2qu8Hm3A88G/Lg37jnmb5ILjZXQD0mS4HK5Dv2zdjE7giBo4xjP89je3gbHcZBlGW63u8Vl7Ha7T8zYIYpiT9dmvV5HpVKhzmHKwKHiMMWwHLeYttvtUBSl52B3o2M0cbhWqyESiSAej2N6errnImUkiqlHQZJzWBRFrXiZx+PB9evX4ff7myZlVquVSEHvICSdl3aIoohgMAhBELC2tobV1VViFjwkRykc1+58Po9KpQKfz9fxoobUvqBQTgqjNBowDAOXywWXy9VUAE+W5aYCeAedeY1iserMG9WLQ+oc7h89xeFItY6PxLP4fwtlAMCUzYJ3L03jzbPjsJlciKOxEvrRi5hpt9sxNTXVJGQ2vgBTd07s7u6C53ltl8VB0djhcJhONBZFsSfNolAoAAB1DlMGjvkUNcqJQR1cex1ojY5RYjOq1aomCvv9fjz55JN9PZzM5hxWRUgjO9glSdKcwm63G9euXcPMzMyh7TWDqAqQ7RzO5/MIBoMol8uYnZ3FtWvXiBzjSD0H7YTcQqGAjY0N7O3tweVyNbn6fD5f038Pni+jjg1GhfZXbxj5OUQCRus7i8WiCcCNqM489Vc+nwfHcVAUpaVglFoAb9DHRp3D/aEoii4Ce1GU8EvJPH4rXYCoADYGeOvcBH5kcQrjJsoVPgoaK6EfevXlUS/AKpWKJhofzGY/TDQmcT6s0qtmUSwW4XA44Ha7B9AqCuU1yL27KKank6JAalG6dlteSGbUImqjKDwzM4OnnnpKlzeWZnQOAzCkg12SJMTjcUQiETidTly5cgWzs7NHLuCoODw6CoUCgsEg8vk8Tp8+DQCYmZkx3HXVKaS6ZRmGabp2OI5DMBhEJpPB6uoqrly5ov1cO1efy+Vq2gYOkBmxMUpIvHYo5EKSsN7OmaeKLBzHoVAoYGtrC5VKpUlkaRSO9RTQSOo/I6I+H3oVh0VFwe/uFvH8dg55cf+7/v6EB88E/FhzOXRrJwkMKrv5JDJooV19we71eps+F0WxaX6VTqcRDoe1Nf9BwXiUuya6oVdxeG9vD+Pj40QcI4VsyFxxUiivYrToBT0Z1bFVq1WEw2EkEgnMzs7izp07GB8f1+37zXbOjCgOS5KERCKBcDgMh8OBS5cuYW5urqOFm1kyh0kSuUulEliWxe7uLlZXV3Ht2jU4HA58/etfJ1pQJFGgB14TtSuVCliWRTKZxPLyMh48eACXywVRFCEIQltXX71eb3L1ZTIZiKKIr3/96xgbGzvWZUyh9AMV6HqD9JcRDMNoRaMaC+BJkqRt4+Y4DqlUSiuAp+Z/NgrGveR/6uV6Pcn0Iw6/WCzjuXgWjyp1AMC6y45nAzN4MGHeXOF2yLIMRVGoc1gnRrW2sdlsGB8fb1l/qvMrdUyLx+ParomDBT29Xq/hCnr24xymkRKUYUBXJBSisdvtEARh1M0YCHa7HbVabWj/XqVSQTgcxtbWFmZnZ3H37t2WIgN6MGpHtN5YLBYwDGMIIVKWZSQSCYRCIdjtdly8eBHz8/NdTYzMkjlMgjDJ8zxYlsXOzg5WVlbw8OHDpl0QFouFaMGCVOewJEmo1+v4yle+gvn5edy/f7+lSvdROBwOTE9PY3p6Wvvsq1/9KtbX18EwzLEu47GxsRNVoOUwSL12KORiVuer1WptEVkURWl5iaXmfzYWwGt0Gx9VAE+9V6k43DvqfKWbazBaFfCziSxe2OMBABNWC961PI1/PjMOu8V813InqP1IxWF96LWA2qA4bH6lKAqq1WrTeLazs3NoQU/1/0dV0LOfzOHx8XFTPqMoxoKKwxTD0skAaDYXaiM2mw08zw/83ymXywiHw9je3sbc3NzARGEVs8VKMAwzcpeqLMvY2tpCKBSCzWbrSRRWGfWx6IWRHdDlchmhUAjJZBJLS0t48ODBoTliJAjcR0Fa+wVBwObmJiKRCAC0HQt7ua8sFgvcbndLEc/DXMYHBZrGX9RlTDkKKqj3jlnF4cNgGAZOpxNOpxN+v1/7vLEAHs/zyOVyiMViqNVqWgG8xnFJ3cqtXncnpf8GgZrZ3InAXpJkfHI7j/+Y3oOgAFYAPzg3gf9taQqTJyRXuB3qvI++qNAHEvKbGYaB2+2G2+3G7Oys9rksy+B5XnMZZ7NZRKNR1Go1OByOFpex3lE7h9GPONxLEXgKpVvoKoNCNGZ2Dg/aYdsoCs/Pz+PevXst26MHgdVqHaojehiMSlCVZRnb29tgWRZWqxUXLlzAwsJCXws0s4jDVqsV9Xp91M1oojGyZWFhAU8//XRLzlojpImrByHF/SlJEqLRKCKRCHw+Hy5duoSNjQ1dX5K164vDXDCNAg11GVMow+EkicPtOK4AniqyJBIJ8DwPWZa1KAtgv5jqxMTEUArgmY1OcnIlRcHnMyV8YiuHrLg/T3sw7sYzgRmcc5+sXOF2SJLUschOOR4jReZ1i8Vigc/na5nLCYLQJBonk8mWqJ2DecZ6jWfqv9EtqnOYQhk0ZN7tlBPBSXcO2+32gRxbo2txmKKwitmcw8DwBVVVFA6FQmAYBufPn8fi4qIukxcjO267wUjCaq1WQyQSQSwW6yqyxUjH0AtGb39jDIvT6cT169fh9/tRKpWOLYbaLd0I5d1kGZvVZUzKiwWKuaCC5uG0K4CnbuUuFAoAgFAohEqlApvN1rKNm+arH81x4vD/V6rgp2IZfPvVXOEzTjueCfjx9yf0E67MgCzLhne6koIsy6bsT7vdjsnJySYnbmPUjioaZzIZlMtlANCcxY1jWi8vwXoV24vFInUOU4YCfUpTiMbMzmG9hW+e5xEKhZBKpTpyLQ4KMwr6w8pRlmUZyWQSoVAIAHD27FksLi7q6pAwSya0EYRJQRAQiUQQjUYxPT2Np556qquCEkY4hn4wavsVRUEymUQwGITFYmmJYWEY5th2d7sg0EPspC5jSifQ89sb1DncHY1buX0+H2KxGO7cuaNt5VZFlnQ6jXA4DEEQWlx5dEx6jXbicLwm4KOJLP4kvx8zN2614EeWpvA/zU7AcUJzhY9CkiTqGtYJ1ShiNnH4MI6K2qlUKtqYVigUsLW11fQS7KBofJT422uGM3UOU4YFFYcphqVT57DZIgpU9BJROY5DOBxGKpXC4uLiyERhFbOIj40M2jmsilksy0JRFKyvr2NpaWkgE2AzxUqM6jhEUdRiCiYmJnD79u0mx1WnWCwWol9+Gc39qSgKdnd3sbGxAVEUcfbs2UPvo0G1exDfaVaXMRWLKMPGSGMVaajCulqD4agCeI2uPJ7nwTBMy5jk9XrhcJysmISD4jAnyfhUMo9f3ymgriiwAPjns+N419I0pu3mF+t6hYSMXFI4SeJwO9Q5k9frxdzcnPa5JElN0RTpdBo8z6Nerx+Zz95r5nCxWMT58+f1PDQK5VCMtRqgULrEbreD47hRN2Mg9CsOcxyHUCiEnZ0dLC0t4f79+1ou3CihsRKdoygKUqkUWJaFLMsDFYVVaKxE70iShFgshnA4DK/Xi5s3bzY5ELrFqM7bTjFS+7PZLILBIMrlMtbX1xEIBNreR40FlvRi2EK5GVzGVKzrHtpnvUOdw72jFlNrx3GuPHVMyuVyiMfjqFarWsGog848s7pCVXFYVhT8fraEj2/lsCvsz8Xu+dz4YMCPCx7niFtpfMwYgzAqVKGdjoutHPYSDNh/Md+4c+JgPnu1WkUmkwHDMBgbG4PL5eqof4vFYlc7DymUXqHiMIVozBhRoKIeW7cLFo7jwLIs0um0oURhFTM6h/UWvBVFwc7ODliWhSiKWF9fx/Ly8lAWRWZxDg9T5JZlGfF4HOFwGE6nE9euXcPMzEzfE2ojiau9YATncKFQwMbGBgqFAs6cOYNTp04d69oYRLuN0BdmdRlTKHpAxeHe6bXvGl158/Pz2udqwShVYNne3gbHcZrActCV53Q6iT93sixjw+LAz3x7C6+U93dErjpteGZlBt89SXOFO4XGSugHdWF3j8PhgMPhODSfned5vPLKK6jX6wiHwyiXy01j4NjYGGq1GjweD5aWlpq+t1AoUHGYMhToDJ9iWDqZCJk9cxjoPLy+VCohFAohnU5jeXkZDx486Kki6qChzuH2HBSF19bWsLKyMtSJrtVqJVqQVBnGcciyjK2tLYRCIdhsNly6dAlzc3O6LeJIF4dH2X6O4xAMBpHJZLC6uorr1693vE1ZPX96ikVGXtgb0WVs5P4yOrTveof2XW8oiqLrPKVdwShVYFHHpVQqhXK5DJvNdmg0BSkvsrZrAv73NI+/YMaBcg1jVgv+7eIU3jo3ASfNFe4KKmjqR6/5uJRmGvPZFUXB+fPn4fF4muZZPM8jn8/jM5/5DD796U9jcnIS6+vruHDhAi5fvqzNvXrlk5/8JH7u534OyWQSly9fxvPPP48HDx4c+rNf/OIX8V3f9V0tn3/729/GY489pv3+85//PD784Q8jFAphfX0dzz33HN74xjf23EaKMSDjqUmhtMHszmEAx+YTlUolsCyL3d1drKysGFYUVjGjc7jfY1IUBel0GizLol6va6LwKCZlZnIOD0qYbMyABoALFy5gYWFBd2GBdHF4FG7ZSqUClmWRTCa1l2TdTqgHJQ6TdC6N4DIetdOaRGif9Q51DvfOcbESetAosMzMzGifS5LU9CIrnU4jEokc+iLL6/XC4zGOC7csyfh0ag//IbWHmqKAgYI3z4zjR5en4bfTJXov0FgJ/aBCu75IkgRFUbR50WHzrI997GP44Ac/iL/5m7/BN7/5TXzrW9/C7/3e7+HRo0d461vfin//7/89rl69iitXruDq1au4evUqzp07d+Rc63Of+xze/e5345Of/CSefvppfOpTn8L3fd/34Vvf+hZWV1fb/r1Hjx41xWbMzs5q///iiy/iLW95C37yJ38Sb3zjG/H7v//7ePOb34yvfvWreOqpp/rpJsqIoU8eimE56c5htbBHO9GxWCyCZVlkMhmsrKzg4cOHfb1VHBY2mw2KorStzEwivQqqaoEslmVRq9Vw5swZBAKBkU7GzJQ5rPdxqM7uYDAISZLaFjTTC9LF4WG2v1arIRwOIx6PY2Fhoa84nUZxWC+MECuhB0Z0GVMoemCG+3NU6O0c7gar1Qqfzwefz9f0+cEXWdlsFjzPA0DTNm711zAL4MmKgv+S4/BziSx2Xs0Vvm5n8ENKGf/k9NmhtcOM0FgJ/eh05yqlM9T1/HF9Oj09jde97nV43eteB2B/fF1dXcUXvvAFWK1WvPzyy3j55ZfxJ3/yJ/i7v/s7SJKEixcvamLxlStXcPv2ba2A3ic+8Qm87W1vw9vf/nYAwPPPP48//dM/xS//8i/jIx/5SNt2zM3NNe3eaOT555/H61//ejzzzDMAgGeeeQZf+tKX8Pzzz+O3f/u3u+sYiqGgdzyFaHrN5SWFw5zRhUIBoVAImUwGgUCAGFFYpdERbZZq1FartauXFIqiIJPJgGVZVCoVnDlzBqurq4Z4Q28W57CesRIHRfz19fWhxH2QLg4PQxAVBAGRSATRaBR+vx93795tEQm6RX2W6OlAMuPzSWUQLmMz9xfFmJh1HjkMhuEc7pZ2L7IqlYoWTbG3t4dEIqEVwDs4Lnk8Ht3nZd/gqngunsE3+f1c4RWHDR8I+HGxlEOhoOs/dSKhblf9oLES+iKKIiwWS9drB0VRUCqVcPbsWZw9exavf/3rtT+TJAnhcBivvPIKXn75ZXzta1/Db/zGb+Btb3sb3vve96Jer+Oll17CBz7wgabv/J7v+R785V/+5ZH/7s2bN1GtVnHp0iV86EMfaoqaePHFF/GjP/qjTT//vd/7vXj++ee7OjaK8aDiMMXQHCcu2O12KIpi2rebjeJwoVAAy7LI5XJEisIq6kPRTOJwpznKjaJwuVzG2toaAoGAoa5ds2QO6yGsKoqCXC6HjY0NVCoV7XwNa7JMujg8yPZLkoRoNIpIJAKfz4cnnniircOhW9QxijqH+6Mfl7E6DlHBrntof/UGvdZ6Z5TO4W5oLP6kuuqA/floY5bx9vY2eJ6HJElwu90t0RQul6vrayVZF/GxRBb/OccBALwWBv9mcQr/cn4CTosFm4UMEX1odGishH5QoV1fetUqSqUSZFluKnKnYrVace7cOZw7d+7QvN9MJgNJkpoKfgLA/Pw8UqnUof/e4uIiPv3pT+Pxxx9HrVbDb/3Wb+G7v/u78cUvfhEPHz4EAKRSqa6+k0IOxlEkKJQe6DSXl1RsNhsKhQI2NzeRz+cRCARw5coVOJ3OUTetZxiGMV1RuuPctoqiIJvNgmVZ8DyvOYWNeM2axTncb6xEPp9HMBhEsVjEmTNncOrUqaGfL9LF4UHk7MqyjEQigVAoBKfTievXr8Pv9w+kGBoVh/WnU5dxsViEJEn48pe/rHuWsZmh11hvqP1GxeHeIF1Yt9lsmJiYwMTEhPaZoiio1WramMTzPHZ2dlAul5vGscbx6bBxqSLJ+A87e/jV1B4qsgIGwD/1+/Ce5WnMOV77eTNFrY0SKmjqB+1LfelVqyi8uqWgMf+3Ww6Oz0eN2RcuXMCFCxe039+9exfxeBwf+9jHNHG42++kkAOdXVMMzXELalVoFASBSBftUeTzeZTLZYRCIZw6dQpXr14lWhRaENDOAAAgAElEQVRuxGxF6Y4SVFVRmOM4nD59Grdv3za0sKGKqqQ/5K1WKxRF6fo4CoUCgsEg8vk8Tp8+jZs3b8Jutw+wpe0hrYjZQSwWi25ilVoEMBgMwmKx4OLFi5ifnx/INUrF4eFz0GXMcRxeeuklPP744zTLmDJwqDjcH0aMlegXhmHgcrngcrmaCuDJsqy5jHmebxmXVLHY6/Xiv8k2/Pwuh+SrucK3x1x4NjCDK97WuTwVh/VBkiTT7EocNWbdlTsqeo3pKBaL8Pl8Pf3dmZkZWK3WFkdvOp1ucf4exZ07d/DZz35W+/3CwkLf30kxJvSOpxDPYbm8JJPP58GyLPb29uB0OnHq1CmcPWuuAhVmO2eHid25XA4sy6JYLOL06dO4devWyETGblAnH6SLw+oiq9MthqVSCcFgENlsFqurq7h27drIFxjUOfxa3vPGxgZEUcS5c+ewtLQ00GuTisPGoZssY4ZhWgRj6jKmdAPJz7xRQkqshB5YLJa2BfBU0fgbBR6fyu1hg9mf8/kVCT/slPG9bhvGqhxqtv0XYo3XGxWH9YHGSuiHKIqmMSUZgV6dw3t7exgfH+/p+eRwOPD444/jhRdeaIqdeOGFF/CGN7yh4+/5xje+gcXFRe33d+/exQsvvNCUO/xnf/ZnuHfvXtdtpBgLOmOmGJpOBkK73d5VMTCjooqJhUIBp06dwvXr1/Ho0SNTCgpmjpVQxX31PI7SedoL6qSa9IrPatuP2xbHcRxYlkU6ncbKygoePHhgmF0IejpvR0G/7c9ms1re8/r6OgKBwNCuyUGIuSSfSyPRT5YxdRlTDoPem/1hRudwtzgcDuRhwS/uCfj9ah1gALeFwQ/7vfhnTkAo8ygWi9je3kalUoHdbm+KpqhWq3C73aM+DOIhfe5qJGishL70Kg4Xi0VMTEz0PMa+5z3vwVvf+lbcvn0bd+/exac//WnEYjG84x3vAAA888wz2Nrawmc+8xkAwPPPP4/Tp0/j8uXLqNfr+OxnP4vPf/7z+PznP69957ve9S48fPgQP/uzP4s3vOEN+MM//EP8+Z//Ob761a/21EaKcaDiMIV4SHahqgWvWJZFqVRqERNJPrajMGOshCAI+NrXvoa9vT2cPn0aN27cIEoUVmkUh0lsv4p6HO2cq2pkSzKZxNLSEh48eGC4hZkZnMO9vAQqFArY2NhAoVAYWd6z3pEe1DncHd0ugjrNMj4JLuOTLtL1Ao2V6A/Sdxr1S02W8es7BfxKMo+yvH8t/RP/GH5s2Y8FR+uY0lgAj+d5pFIpFAoFrT7FwZz1XgrgnVSooKkfNFZCX/rJHG7MQ++Wt7zlLchms/iJn/gJJJNJXLlyBX/8x3+MU6dOAQCSySRisZj28/V6He9973uxtbUFt9uNy5cv44/+6I/w/d///drP3Lt3D7/zO7+DD33oQ/jwhz+M9fV1fO5zn8NTTz3VczspxoDe8RTiUTOHSUKdAIZCIZRKpbaxAzabDbVabUStHBxmcg7v7e1hY2MD9XodExMTuH79+sjjCPqBYZieRT0joR7HQYGvWq0iFApha2sLCwsLePrpp+H1ekfUyqMhXRzu1jnMcRyCwSAymQxWV1dHei/p7dqm4nD36NFfJ81lTK+x3qDicH+c1EgERVHwJ3keH01kkajvGx5uep14NjCD62PtdyAdVgDv5ZdfhsfjweTkpDY2pdNprQBeo2Cs/j/JL/AHBY2V0I9eM3Iph9Ovc7gf3vnOd+Kd73znoX/2m7/5m02/f//734/3v//9x37nm970JrzpTW/qq10U40HFYYqh6TRWghQXqioKsywLnuePzaK12WzgOG7IrRw8ZnAOFwoFsCyLXC6HxcVFFAoFnD9/ftTN0gWr1Uq0KKnSKK7WajWEw2HE43HMzc3h3r17LS5Do2EGcbiT9je6uI0S7aG3mEvFYeNAXcaUg1BxuD9OonP478o1PBfL4GtcFQCwYLfifSt+/MD0WE99oSgKHA4H/H4//H6/9vnBl1nZbBbRaBS1Wg1Op7NFMPZ4PCdSqFehsRL6QV3Y+iKKYk87FPt1DlMo3UBnthTiIcE5rCgKMpkMWJZFuVzG6dOncfv27WMXl2aNlSD5uIrFIliWRTabRSAQwJUrV6AoChKJhGkWSI0ZyiRjtVpRrVaxvb2NaDSK6elp3LlzB+Pj46NuWkeo4iqp19Vx0Qy1Wg2hUAiJRAILCwu4f/8+PB7PEFvYnuPE3G7PBxWHu2MU13u/LmOr01ixNJTuIXGcNQInqSBdRhDxia0c/u9MCQoAl4XB/zo/ibcvTMJj7b0P2rmv273MEgRBG5d4nkcikQDP85BlGV6vtyWa4mABPLNCncP6QcVhfeknVmJycnIALaJQWqHiMMXQdOocNmr0gqIo2N3dRSgUQrlcxpkzZ7C6utrxw4FkEfUoSIyVKJVKYFkWu7u7CAQCePjwoVbFV305YZZ8LjOIw6IoQpZlfOMb38Dk5CSeeOIJ4iZX6kKRVHG4XTSDIAiIRCKIRqPw+/24e/duS+X3UXOcmNut05CKw91jhP7qxmWcK/IA9hfSGxsbmJn0jcRlTOJYMWqMcK2RzEkoSFeTFfzHnT18MpkH/2qu8A9Mj+F9K34sHpIr3C3dRnPY7XZMTU1hampK+0xRFFQqFS3PuLEAns1ma9n94PV6TSf+UeewfphlTWMU+omVmJ+fH0CLKJRW6B1PIR4jRi+oojDLsqhWqzhz5gwCgUDXDwWzisNWq9Wwgv5BDhOFD255VyfXvT74jYbFYiFWHBZFEbFYDJFIBLIs49y5czhz5syom9UT6gKH1DzHg85hSZIQjUYRiUTg8/kMLdgPIlaCYh4OcxlzVQH4qxcBADabdSRZxlTk7A0aK9EfZnYOK4qCF/Z4/Ewii3htfz5+zePEh1ZncPOIXOFu0cPxyjAMPB4PPB4PZmdntc8lSdIEY47jkEqlwPM8BEGA2+1uiaYgKWf9INTtqh+0L/WlV7HdTLGFFONDvopBOfEYKXNYURSk02mEQqG+RGEVs4rDJDiHOY4Dy7JIp9NYWVk5VBRWsVgspijipkJi5rAsy4jH4wiFQnC5XLh27RoePXpk2GJzndAoDpOI6hyWZRmJREI7N9evX8fMzMyom3ckx0Vi9PJ9VLjrHBKFiUZxbG1tHR7H/qKaZhkbHyoO94dZncPfKdfwXDyD/17azxWes1vx3mU/3uAfg0Xn4x1kH1qtVoyPjzdFaimKoo1NqnC8u7vbNDYdjKYgoQAejZXQB0VRqDisM70W+CsWi4Y1UlDMB52BUgxNJxMlI2QOK4qCnZ0dhEIh1Ot1TRTu96FqVnHYyAXpOI5DKBTCzs4OlpeX8eDBg44KCJAgeHcKSbESsixja2sLoVAINpsNly9fxtzcHBiGAcuyxAqrAPniMABUKhV85StfgdVqxaVLl7RzY3RoQbrRY5b+6jfLuFsnHwn3l9EgNbrHKJjNOZwVJDy/ncPv7hYhA3AwDN62MIF/vTAFbx+5wkcx7B1CDMPA6XTC6XQeWgBPFYxzuRxisRhqtRocDkfL2GSkAnhqjQajtIdk1DUAfVmpHzRzmEIC9I6nEM8oncOqKMyyLARB0E0UVrHb7ZAkyXQLFyOK3jzPIxQKIZVKYWlpqWNRWIUkQfU4SDgWRVGwvb0NlmXBMAwuXLiAhYWFpvtELehGKgzD6O5gHQaNOyjq9TouX76MpaUlosawdnnJQG/iG4nnkTI4uskybucy9nq9RDj5SMBsc6xhY5b+q8sKPpsu4JeSeZSk/fH6+6e8eN+KHyvOwd5rRomPahybGnNOBUFoiqZoLIDn8XhanMZOp3Po14Q6b6Vu1/5R+9II16QZUBSlJ3FYURQUi0VMTEwMqGUUSjNUHKYYGqM6hxVFQSqVQigUgiAIWFtbw8rKiu4TEvUhIoqiqRaBRnLZlstlhEIhJJNJLC4u4v79+/B4PF1/DwmCaqcYOXNYfSETDAYhyzLW19extLR06ATWDOeENIE7m81iY2MDlUoFs7OzKJVKWF5eHnWzuuY4p2+3i17qHO4OMwhNvdCJyzibzbZ1GQuCQK+zHjmp15wekL6VX1EU/EWhjJ+JZ7FZ219PXPY48GxgBk/4OjcJ9IPR+9But2NycrLJwagoCqrVatMLrVQqhXK5rBXAaxSMvV7vQJ2o6lyJCpr9I4oiLBYL7UudUF3tvRako85hyrCg4jDF8By3qFadw8NwLiiKgmQyiVAoBEmSNFF4UA/PxkJnZhKHjRAr0SgKLyws9CwKqxjhmPTCiJnDapHHYDCIer2O9fX1Y+890oTVwyDlGAqFAjY2NlAoFHDmzBmcOnUK2WwWpVJp1E3rCRorYQzM4kjsh25cxhzHYW9vD7u7u9Rl3AX03uwPWZaJvb6ClTqei2fw34oVAMCMzYr3rEzjn/p9sA5x7DGKc7gbGIaB2+2G2+0+tACe6jROp9MIh8MQBGGgxTklSQLDMMT1oxGhecP6oq4PqThMMTpUHKYQj81m04LzB/VGWpZlzSksSRLW19exvLw88AkIwzCGjGDol1E6hyuVCkKhELa3t7GwsICnn35al6JlZnCpqhjpWBRFQTabRTAYRKVSwdraWsfRLaQIq0dh9GPgOA7BYBCZTAarq6u4ceOGJhIYve1HMQgxlwpQnXPSBeFOOMxl/Ld/+7dwu93w+XzHuoz1FGVIh76E6A8S+y8vSviFrRx+e7cICYCdAf6X+Um8Y3EKvgHlCh8FieJwOw4rgAe0vtDKZrPgeR4AWhzGY2NjcDgcXf27VNDUD9qX+tKrE7ter6NSqVBxmDI0qDhMIZ7G6AW9xWFZljWnsKIoWFtbG4oo3IgZxeFRuGwrlQrC4TC2trYwPz+Pe/futTix+sFIgmq/GOVYcrkcgsEgOI7DmTNnsLq62tU9bpTj6AejZtWWy2WwLItUKoWVlRU8ePAALper6WdIdsvq3e8k98UoIVF0GiUMw8DlcmFhYaHpc1WU4XkepVKpSZRRxRifz3diXcb0OusPkoqACbKC/7RbwC9u51F8NVf4eya9+PGAH6sDzhVuh6IophKH29EuNqdSqWiCcT6fRzweR7Va1QrgHRSO2/XTSejDYTFIw9VJpJ9idACoOEwZGvSupxie4xbVFosFVqtV266kB7IsY3t7G+FwGACwtrbWNtd00JhRHFbd3sOYyFWrVYTDYSQSCczNzekuCqsYKUe5XywWC+r1+sj+/UKhgGAwiHw+j9OnT+PWrVs9iRUkO1dVjHYMtVoNoVAIiUTi2DgWo7W9G2isBMVMHCXKlEol8Dx/ol3GVBzuD1mWiei/LxV4/HQ8i3B1P1f4Mfd+rvCd8eHkCrdDfTacRGHTYrHA6/XC6/U2FcATRbGpAN729jY4jtMK4B0UjF0uF3W76ogoirQvdaQfcdjhcHRVIJ1C6QcqDlNMgZo73C+qKBwKhcAwDNbX17G4uDjSCZtZxWFg/2HZ7baxTqlWq4hEIojH45idncXdu3fh8/kG8m8B5nCpqozqWEqlEoLBILLZLFZXV3Ht2rW+rg8jF9brFKMIrIIgIBKJIBqNwu/3d3Q/kSyIWiwWKg6PEBKEJiPSzTXWKMo00qnLWBVnzOIyptdc7xjdORyq1PGReBZfKpYBANM2C3502Y//cWa4ucLtoIXUWrHZbJiYmMDExIT2mVoAr1E03tnZQblchtVqhcPhgCAI2NraGkoBPDNDhXZ96dWJXSgUMDExQZ9PlKFBR0yK4elkQLTZbBAEoed/Q5ZlbG1tIRQKwWKx4Ny5c1hYWDDERM2M4rDar4MQh2u1GsLhsCYK37lzpyX3bBCYTRwepiDJcRxYlkU6nUYgEMDDhw/hdDr7/l51RwHJjFocFkURsVgM4XAY4+PjeOKJJzre3jbqtvcDdQ4bA9pnw6dTl3E0GkWtVoPT6dTEYvW/Ho+HqMUsdQ73h1H7ryBK+MXtPP7TbgGisp8r/D/PTeDfLk7BZzOO8EXF4c5oLIA3MzOjfS5JEsrlMra3t7G7u4vd3V1EIpGmXRCNTmO32037+hhorIS+9OrELhQKQ1nDUigq9K6nmIJencOyLCORSCAcDsNqteL8+fNYXFw01CTXjOKwWmhPTzG1VqtpTmG/3z80UVjFbOLwMI6lMbd2aWkJDx480HXrFMnipMqojkGWZcTjcYTDYbhcLty8eRN+v7+r7yBZEB2EOEyhDINBXGtHuYwbXXzRaJRIlzGp45RRMFqshKgo+J3dIn5+K4e9V3OFv3vSgw+s+HHaNZjdav2gPuON1IckYbVa4fP54PP5UC6XcePGDQDNuyA4jkMsFmsqgNcoGPdSAM/M0FgJfek1VqJYLFLnMGWoUHGYYgq6dQ5LkoREIoFIJAKbzYYLFy5gYWHBkIOvGcVhQL+idPV6HZFIBLFYDNPT03jyySebtqENC6vVilqtNvR/dxAMOo6hWq0iFApha2vr2NzafjCDYD9scVhRFGxvb4NlWVitVly6dAlzc3M9jY0ki/PHFaTrVjwmWSgfBUZ8FlNacTgccDgcmJqa0j4j0WVsVOcrKRgpVuKrhTJ+Op5B8NVc4XMuOz4YmMH9Cf3nGHqh1t+g12B/yLLcJGgetgtCUZSmAnh7e3tIJBKoVquw2+1NYrEqIJ9EkZTGSuhLr+Lw3t7eSNa0lJMLFYcphqeTyVKnzmFVFA6Hw7Db7XjssccwPz9v6AmZWcXhfo+rXq9jc3MT0WgUU1NTXW13HwRmECJVBnUsjZEfgywOqEKyOKmid/ZtOxRFQTqdRjAYhCRJOHv2LJaWlvoaG48TWI0MjZUwBrTPusMI/dWLy/igg2/YLmMqDveHEZzDm9X9XOG/KOznCk/ZLHjX0jTeMjsOm8HP7TCKM58EJEk6th8ZhoHH44HH48Hc3Jz2eWMBPJ7nkUwmwXEcRFGEx+NpiaZwuVwjv+YHiSRJht3pQSL9FKSj4jBlmFBxmGIKjnMOS5KEeDyOSCQCh8OBixcvGl4UVrHZbKhUKqNuhu70GishCAI2NzexubmJyclJ3L59u8m1NCrMJg7rKeo1uruHGflhFnF40MeQzWaxsbGBSqWC9fV1BAIBXRaqqrBNovBCxWEKRV+OchmrgnEul0MsFhu6y5jEMcpIjNI5XBQlfDKZx2fSBQgKYGOAH5qdwI8sTWHCQLnCR0HFYX3ox+3argBerVbTxiee55FOp1Eul7WXYAedxmYRVCVJ0jXm7aQjimJP/VksFkdqfKKcPKg4TDE8nTqHD9vSL4qiJgq7XK6+tkiPCrM6h7uNlVBF4Wg0ivHxccOIwip6ZyiPEr2EblEUNSF/YmJi6O5uMwj2gxSH9/b2EAwGUSgUcObMGZw6dUrXAiTqOEui8KK3Y5uKw91B2vViJEjqu0aX8fz8vPa5IAiaIDMslzFJ/WY0RuEclhQFv5sp4vmtHHLi/jPy70148MyKH+tusrJjqTisDwdjJfqFYRi4XC64XK6mAniyLKNcLmvjUyaTwebmJur1OpxOZ5NYPDY2Bo/HQ9z5pbES+kKdwxRSoOIwxRTYbDZwHKf9/qAofOXKFczOzhI5+TerONypmNooMPp8Pty6daspP8womEGIVOn3WERRRCwWQyQSwdjY2MjOGXUOH06pVALLsshkMjh16hRu3LgxELeLuhgiURSlzmFjQPvsZGK32zE1NdWVy/igYNyNy5jEF1hGYtj999+LFTwXz+A7lToAYM1lx7OBGTw0cK7wUVBxWB+GJWhaLBZtnGnk4EutfD4PjuOgKErTSy31/x0Oh2HHHVqQTl/6KUi3tLQ0gBZRKIdDxWGK4ekmc7hRlPJ4PESLwipmFYePcw6LoohoNIrNzU2MjY3h5s2b8Pv9Q2xhd+hVYM8I9FqQTo1vCYfDcLvduH79Ovx+/8juPyoON1Mul8GyLFKpFFZWVvDw4UM4nU5dvvsw1MWu3m6eYTAIMZcKnZRBY+ZrrFOXcSwW69plbOZ+GwbDEjdjNQE/E8/ihb398zthteDfLU3hB2cnYLeQO8+n4rA+SJIEh2N0rvHDXmo1FsDjeR6FQgFbW1uoVCqw2+2HRlMYYb4kSZKuO8lOOv2Iw8OI4aNQVOhdTzEFDMOA4zh86UtfgsfjwbVr1zAzM0O0KKxiVnG43XE1Cvxer3fkAmOnmM053I0gKcsyEokEQqEQHA6HYV7KmOGc6CEO12o1hEIhJBIJLCws4P79+/B4Bu+waoyVIA29i+kNq7CgWRj12EEhBz1cxkYoqEYyg3YOlyQZv5LM4zd29iAogBXAD86N498tTWOKkFzho6DisD4Y8UV0YwG8RiRJairQmUqltAJ4bre7RTB2u91DHaNorIS+9CMO08xhyjCh4jCFaARBQCwWQzgchqIouHXrFhFCYjeYWRxuFO4kSdLOJYkCvxmESBWr1QpFUY5dsCiKgu3tbbAsC4vFgsceewwLCwuGOWcn3TksCAIikQii0ShmZmZw9+5d+Hw+nVvYnkbnMGl04hzuRhChsRK9QfuM0gvduozVgmrf/va3dc8yPgkMqiCdpCj4QqaET2zlkBH351f3x934YGAG5wjLFT4KSZKoOKwDJPWj1WrF+Ph4kytUURTU6/WmMWp3dxc8zzcVwGt0Gw9qjKKxEvrSqxObZg5Thg0VhymG57DFtyAIWuSAz+fD+fPnEQwGmwoGmAWzisNWqxW1Wq0pisDlchEnCquYrSAd0H6irSgKUqkUWJaFLMs4e/YsFhcXDTcpN4s4LAhCV39HjWSJRCIjKQSoot7DJJ4DGitBIRXSnp3DpJ3LOBaLIZVKweFw6JplfFIYhPP6a6UKfiqewbfK+7nCp512PBPw47smzNf/1DmsD6S7XRmGgdPphNPpbIrRayyAx/P8oWNUo2CsRwE80vvSSCiK0pNzWFEUFItFQxVfp5gfKg5TiEBdqAuCgM3NTUSjUfh8Pty8eRPT09OoVCr4zne+Y8qiIqroaLbJo8ViQalUwpe//GU4nU7DRBH0SqduWxJQ2y9JUpMrQVEU7O7uIhgMQhAErK+vY3l52bDHawY3dzcCtyzLiMfjCIVCcLvdhsjpJjVOodfc7XZQ53B3kPocGDX0Gusei8UCh8MBp9OJ9fV17XM9soxPCno6hxM1AR9NZPFf8/t97bNa8COLU/ihuQk4CM4VPopBOa9PGkaMldCD4wrgqfEUiUQCPM9DlmV4PJ6WMarTAniKolBxWEdkWYaiKD07h2nmMGWYUHGYQgT1el0ThcfHx3Hr1i1MT09rf26z2bSHmdkC9NXjEUVxpIUW9EIVsNQokGvXrmFubo54MeA4ty1JWCyWpsxVRVGQzWYRDAZRqVSwtraGQCBg+ImjGZzDnWTfNsZ7WK1WXL582TD3lN7ZvcNCbzGXisO9QfuMMir0yDI+KS5jPYwZvCTjU6k8fi1VQF1RYAHw5tlxvHtpGn67seca/WIGU4ERMMP8uxvaFcCrVqvaGFUsFpFMJlEul2Gz2ZpyjNX/Hlw3q3M2s62nR4W6+7fbNZMsyyiVStQ5TBkq9K6nEMFf//Vfw2aztYjCKo0CqtkeZurDhHRxWC1aFg6HYbPZsLy8jHw+35QHSDKN4rAZHESq6zaXyyEYDILjOJw5cwarq6vE3GOqa5XkHQVHCdyKoiCdTiMYDEKSJJw9exZLS0uGOlZSncODEIcpFIox6fQZ0W2WMXAyXMb9xErIioI/yJbw8a0c0sL+bo27Pjc+GPDjMY9Tz2YalpMmag4K6nbdn2u43W643W7Mzs5qnzcWwON5Hul0GuFwGIIgaAXw1LFKXWue9L7UC1EUYbFYur7HS6USZFmmBekoQ4WMFT7lxPPkk08e+ZCyWCywWq0QBAEul2uILRs8DMMQnWcryzK2trYQCoVgs9nw2GOPYX5+HplMBtlsdtTN0w2GYWCxWEyTD80wDF555RVNFL516xZxC9pGwZ4UQfsg7cThbDaLjY0NVKtVrK+vY2VlxZCLS1Ld23o7nkl1UI8KKqb3Du277un3BeJJdhmrL9F6ef58naviuVgGf1uuAQBWnTZ8YGUG/2CSzL7oFeoc1gezxkrowXEF8FThOJPJaC+2XnrppaYxyuv1Em1SGhW9GteKxSIYhqEF6ShDhczVMuXEYbfbj11Y2+120whzB7HZbF0XpRo1sixje3sboVAIFosFFy5cwMLCgjbht1qtpjtfZsi4LRaLWqaw2+3G448/TuxkUF1skSzKHRRX9/b2EAwGUSgUsLa2ZngnN6lxCke1m2GYroWLkyR06AmJ184oof3VG4PYXXJSXMbq86mb/kvWRXw0kcX/k+MAAF4Lg3cuTuFfzE/CadJc4aOg4rA+UAd2d7QrgFcoFPDNb34Tq6ur2outeDyOarUKh8NxaDQF7ff29CoOFwoFjI2N0RcelKFi3BUlhdJAJ5NOm81mOrFRhaRjaxSFGYbBuXPnsLi42HIOSXZDt4NkcZjjOLAsi3Q6jUAgAI/Hg+XlZWKFYcBc4nCpVEIwGEQ2m8WpU6dw48YNw4sGALnO4aPiMPb29sCyLBiGgc/n0xZKTqez7bOKVJF8VFAxnTJMhhk9ZDaXcTfO4Yok41dTe/jVnT1UZQUMgDfN+PCe5WnM2E/ukpQ6XvtHLQhN+7F/ZFmGzWbD/Px8y4utxmiK7e1tcBzXVACv8QXXUXOik0Q/4jB1DVOGzcl9ElNMh91uJ85d2ykkiMNqUaxQKAQAOHv2LBYXF9suGMzoHCZR8C6Xy2BZFqlUCsvLy3j48CFcLhf29vaIO5aDqA5Pko9DdZm9+OKLWFlZwcOHD+F0kpPDSKooeli7OY5DMBhEJpPRYjw4jkMqldKKvTSKxY2OGlL7YdTQPqMMi1GKGCS7jDtxDiuKgv+c4/CxRBapV3OFnxhz4dnVGVw+IbnCRyHLMrg7gZEAACAASURBVBEve42MWl+CisP90y672W63Y3JysikDVy2Ap4rGB+dEB8epwwrgmZ1+xOHx8XEqsFOGysm6OynEQp3Dxj02RVGQTCYRCoUgyzLW19extLR0rIvEZrNpb/rNsh2JJOdwpVJBKBTC9vY2FhYWcP/+fXg8Hu3PLRYLMcdyFFarlUjnarVaRTgcRjweh81mazk/pECqc7hRzK1Wq2BZFtvb21heXsaDBw+0MVkdu9RiL6VSCRzHNTlqvF4vnE4nRFFELpeDz+ejQgBlYNCFZPcY9SUECS7j45zD3+Sq+Kl4Bn/D7+cKrzhseP+KH/9wykuv1Vcx0zx4VKjzVdqP/dNNYb/GAngzMzNN31Eul7VxKp1OIxKJoF6vw+VytQjGRtoNoTe91j0pFAq0GB1l6FBxmGIaqHN4uCiKglQqBZZlIUkS1tfXsby83PHETH1QiqJIdHRBIyS4oWu1miY6zs3N4d69exgbG2v5OZKE7qMgTZwUBAHhcBixWAwzMzO4ePEiYrEYkcIwQLZzWJIkPHr0CLFYDLOzs3j66afh9XoBoOVZ067YS7VaRalUQi6Xg6Io+M53voNqtdok4qhuY7fbbdrFUS/QvugeEu81IzDMWIl+MZrLuJ1zOFUX8fGtLP4gu58r7LEweMfiFH54fgJOKuA1QcXh/lGvQ9qP/aNHEWer1Qqfzwefz9f0uVoAT/2VzWabxqmDY5UZ1oeCIPRckK5xTkmhDAMqDlNMgxEFVL0w0rEpioKdnR2wLAtRFLsWhVXUnzebOGxUQbVeryMSiSAWi8Hv9+Pu3bstk7ZGSHXcHoQUB7QoiohGo4hEIpiYmMCTTz6JiYkJZLNZos8DaeI8sL8wymazmqCrnotuaXTUeL1e7Ozs4N69ey0iTjQaBcdxmuhzMJriJG+TpWInZRiQJA63Qw+Xsdvt7noupyhK09+pyjJ+LVXAp1J5VOT9+/eNfh9+bHka8w667DwMKg73jyRJYBiG9qMOiKI4sHmHw+HA9PQ0pqentc8URUG5XNaiKfb29pBIJLQCeAcFY4/HQ9S8iDqHKSRBn9IUIuhk0m6321Gr1YbQmuFjBHFYURSk02mwLIt6vY719XUtd7MXGIYhMqP3KIwoDguCgM3NTWxubmJqagpPPPFER5MNIx5LLxhd5JZlGfF4HKFQCG63Gzdv3myqGk2iuNoIwzDEtF8tpsmyLABgbGwMTzzxhG6ikSp0thNxDm7BDIfDEAQBbre7RTCmhV4oFP0wgzh8GMNwGat9pygK/jjP46OJLLbr+/PVx8dceDbgx1Wva7AHSjhUHO6fbqIQKEcz7L5kGEYbp+bm5rTPRVFsyjLe3t4Gz/OQJAlut7slmsLlchlyHBdFEW63u+u/VywWqThMGTpUHKaYBpvNpk1uzYbdbh/ZsR0UhdfW1rCysqLLxIGEGIZuMJLYLYoiYrEYIpEIxsbG8Pjjjze9qT8OUhy3x2FUcVUt4MiyLKxWKy5fvoy5ubmWia1R298pFovF8O5PdYzb2NiAoii4cOECZFlGIpHQbaFxXLyGxWLRFjmN7VK3YKpZxp0UvzMLRlzkUcyJWcXhdhz2gkp173XrMpZlGVGLAz/4aBt/zVUBAIsOG96/Mo1/NDV2ovq1V6g43D+yLFNxWCf0iJXQA5vNhomJiaadW4qioFaraeMUz/PY2dlBuVxumkc1vuQa9bH0U5BuYWFhAC2iUNoz+jufQumATp3DZs0cHoWIqigKdnd3wbIsqtUq1tbWEAgEdJ18GUlM1QMjuG0lSUI8Hkc4HIbb7cb169fh9/u7XqAZ4Vj0wGgitxrLEgwGIcsyzp07h8XFxbbnxwzisJHbn8vlsLGxgXK5jPX1dQQCAVgsFiSTSV1F7V6ylxmGgdPphNPpbHKTH1f8rlHAIb343f/P3ruHt3LV997f0c2ybPl+t+Xr3jt7Z9ve2/t+h3IKObRPnySFkp6WWwlw0tALpC+UcOmTQpMA4bIJJTR5y2leShtSTssLHPIU0vctyUkTCiVvskkTtkaSZcmWZVuSdb+OZt4/nFEkW7Kl0Ugza7w+z5MniSzLa5Zm1qz1ne/6/tT+YEGNUDFOGvu934rde9W6jHNt7fif+nb8q7kfQjyNVh2D9w114b2DXWjVU7GzWqg4XD/5fJ72oUyoRRwuB8MwMJvNMJvNJQXweJ4vuIwTiQQCgQDcbnehAN72uZGUCB2pSBWHo9EoDh8+3IAWUSiVUeeVT6FIQA3RC43CaDQ27dgEQUAgEIDD4UAqlcLU1BTGx8cb8kRea9+ZXq9X7AGF6HR0Op0wmUyYnZ1Ff3+/5AWvksciJ2qKlQgEAmBZFul0uupYFrWLq3uh1oJ0sVgMdrsdoVAIU1NTmJycLJm879XuWq8r8f1yOBT3Kn63PbOPFr/bP6jxWiMB2m+VKecyTufzeGQ5gL8OxJHiATDA+XwKN8eCGEqtwr5Rf5bxfoKKw/VDYyXkg+M4tLS0KN2MmtDpdBUL4BVHUxQ/3LJYLDt2X5lMJtnnRvU4h6XUu6BQ6oGKwxTNoGXncDNEVEEQEAwGwbIskslkwSncyKfHWouV0Ov1SKVSTf2bYk6q0+mETqfDkSNHMDg4KIsAlU6nZWqlcqhBXA2Hw7Db7YjFYoWHLdVeV2L7Sd32rIb+LyaVSoFlWfj9fthsNszNzZUtiCm3qC2nOFzp88Xid8WZfSQXvyPxfKeQCanja7MRBAE/DCfwWW8Qy6/mCs+26HFrfAPvPH9a1izj/QQVh+uHxkrIh5aEdpPJBJPJtCNCp7hQZyQSwcrKClKpFIxG445oira2trr6ox7ncHG7KZRmQMVhChFUM2nXmgu1mEYemyAICIVCYFkWiUSiZvGqHmishHQEQYDf74fD4QDP8zhw4ABGRkZkW+CqLY5BKkrGY8RiMbAsi2AwiImJCSwsLNS8GBYXjKSKF2pxDmezWTidTni9XgwNDeHSpUuwWCwV379XIb16nMPNhPTid2o4d0iDxHFCaUgdX5vJy8kM7vUE8NNXc4UHjXp8eKwXF4QMnA4/AHmzjPcTVNisHxorIR9aEofLwTAMLBYLLBZLxQJ4iUQCfr8f8XgcHMfBYrHseMBVbQE8KeKwIAiIRCIlO8QolGZAxWEKMewlMojOYS1O8hslDgeDQTgcDsTjcUxOTuLUqVNNzZnSonO40UKkWDyLZVlwHIeZmRmMjo7KPilWUxxDPSjhXE0mk3A4HPD7/RgbG8OVK1ckb9ETv1dSnUVKO4c5jsPS0hIWFxfR3d2N8+fP79h2WI5GOYfVAC1+R6GUIggCPZ8rEMxx+NJKCP8QiEEA0MJs5Qq/b6gLFr0OgUBm1/FNSpbxfnMZk3p/VxNUYJcPNWcON5JKBfDEuVHxA3WxAF7xWCX+d/FYJQiC5P6MxWLUOUxpOvvvyqdoFoPBAEEQNDlBkFscDoVCcDgciEajmJycxIkTJxSZeFPncPWIWdDbM2sbda5rqSBds8TJdDoNl8uF5eXlqtyp1VAsDpOIUs5hMYPb4XCgtbUVJ06cQE9PT9W/r9PpGhYroUbUWPxOTYI6Kaj1/CIBer6VkuEF/O16BF9d3UQ8v3X/+fWednxktAcjLaXihxRhk7qMX4OKw/VDncPywXGc5tbRUqk0N9q+AysYDGJpaWnHWNXa2ip5jKSZwxQloOIwhRj2EhnEp3K5XE5zNzWDwQCe5+ueQG5ubsLhcCASiUje5i4nWosCaZTYLcZ+xONxTE9PN6xAYDFaEYebcRy5XA4ulwsejwd9fX24cOFCiSuzHkgXh5vtHBbjVliWBcMwOHr0KAYGBiTFQOx2vxEEoSYhTu3icCWULn5HWn9RyISeZ68hCAL+n3AS9y8H4Mm8mitsacEnbL04aW3d8X6e52UT1very5iKw/Wj9SiEZkL7cm/K7cACXhurxHiKYDAIAHj22WcLY1vxWFWpAF4mk0E6nabOYUrToeIwRTPodDrNxRSIiMI3x3FliyftRTgcBsuyCIfDmJiYwLFjxyR9jtzo9XpkMhmlmyEbcguR4vcWiUQwOTmJkydPNm2rl1YyhxspThZHFnR2duLMmTOyP+VnGGbP/Fs108y2BwIB2O12ZDIZHDx4ECMjI5IX3I0sSEc6Wix+pyWoA7Z2tBhHJoXryQzu8wbxbGyrsG6/UY8/Ge3Brb1W6Cr0TzMiObTsMhYfNKqxbSShxV2jSrFfYyXkYPtYlUgk8LOf/QxnzpwpCMbRaBQ+nw+pVAoGgwH/8A//gEwmg9nZWRw7dgwnTpwoFDeXuqZ46KGH8MADD2B1dRVHjx7F1atXcfny5bLv/ad/+id87WtfwwsvvIBMJoOjR4/innvuwU033VR4z6OPPorf+73f2/G7qVQKZrNZUhsp6oRe+RRNIeYOaw2dTgeGYWoWhyORCFiWxebmpqpEYREaK1GeaDQKlmURCoUU+960lDks95jA8zy8Xi+cTidaW1uxsLBQst1MbkgWh5vxkCESicButyMSiWB6ehoTExN1LxKpOFw7che/o2IdpVnsd3E4mMvjQV8I39qIggdgYhjcPtiJ9w93o12/u2gpp3O4FrTiMhbv7VQcrg/qdpUHMSOX9qU8iMXoxAJ4/f39hZ+JsV0ulwvPPfccvvOd7+CBBx5ALBbD0NAQenp68LnPfQ7Hjh3D3NwcZmZmqhonHn/8cXzwgx/EQw89hIsXL+Lhhx/Gm9/8Zrz88ssYHx/f8f6nn34ab3zjG3Hfffehq6sLf/M3f4Pf+I3fwL//+79jYWGh8L6Ojg5cv3695HepMKw9qDhMIYZqJp9aiykQYRimpmOLRCJwOBwIhUIYHx/H/Py8qkRhEa05ves9nng8DofDgfX1ddhsNszOzkouZFYvWoqVSKfTsnyWIAjw+XxgWRYGgwGzs7Po7+9v+MJY7vzbZtJIYTuRSIBlWayvr2NiYgLHjx+XbaHfqHaT+j1Kpdbid0ajsfB+nueRSCRo8bsa2G/nl1zsV3E4ywv4u/UIvrK6idirucL/tbsNHxnrha2lurFUba7X3VzGYn66mlzGVByWh3w+r8p1DmnwPA9BEKg4LBOiOFwOMbbr3e9+N9797ncDeK1exve+9z1cvXoVbrcb3/ve9/Dyyy8X1h1zc3OYn5/H/Pw85ubmdphTvvjFL+L222/He9/7XgDA1atX8cMf/hBf+9rXcP/99+9ox9WrV0v+/7777sN3v/tdfP/73y8RhxmGwdDQUD3dQSEAKg5TNIVWncNAdcJ3NBqFw+FAIBDA+Pi4ouJiNWjVOVzrQjOZTMLhcMDv92N0dBRXrlxR/GmsVsRhOWIlBEHA2toaWJYFz/M4dOgQhoeHmyYmNDu3V04aIWxnMhk4HA6srKxgZGSkIddLIwrSKVWcT21UW/yO53n88pe/xCuvvNLw4neU/c1+E4cFQcCPI0nc7w1iMbM1Zz7SasLHx/twtkyu8F6fpfa+K3YZ7xaFo4TLWLy3q70P1Q6NlZAHcd5P+1IedhOHy6HT6TA+Po7Dhw+jo6MDjz76KBiGQS6XA8uyuHbtGq5du4Ynn3wSX/jCF+DxeDAyMoL5+Xk8+uij6O7uxs9//nN89KMfLfncN73pTXj22WeragPP84jFYjuKOMfjcUxMTCCfz+P48eP49Kc/XSIeU7QBFYcpxLCfncPA7scWi8XgcDiwsbEBm82G173udaoWhUW09n2JE4BqJ6mpVApOpxM+nw/Dw8O4dOkSLBZLo5tZFTRzeGvRGwwGCzm2MzMzGBsba7rDh2RxWE4Hbi6Xw+LiIpaWlmQv/LedvYRcKQt5Kg7vzvbidxsbG5ibm4PJZGpK8TvK/ma/nDdsKov7vQH87+hWpmWvYStX+Df7rNBL6AOlYiXkoBqX8ebmZlmXsZijXq/LWOw/6hyuj3w+T/tQBvL5PD0fZaRWcVgkGo2io6OjMLYajUbceOONuPHGG/Hbv/3bhfeFw2G89NJLuHbtGrq7uxEIBJDP50uidgBgcHAQfr+/qr/9hS98AYlEAm9729sKrx0+fBiPPvoo5ubmEI1G8eUvfxkXL17Eiy++iIMHD9Z8fBT1QsVhiqbYb87hWCwGp9OJ9fV1jI2NqcJxWgtajJUA9s4+S6fTcLlcWF5exuDgYENFLqno9XoIgkB8FW2pDuhwOAy73Y5YLIapqSlZcmylQrI4LIcDl+d5eDweOJ1OtLe34/Tp0+jq6pKpheVplJBLxeHaocXvaoNUoU5JSHC/1kuYy+NB3yb+fj2CPAAjA7x7sAu/P9wN6x65wruhtliJetnLZVwsGsfjcQD1uYxJn2OpBZqTKw8cx0Gv12t+PGwWUsXhcDhcVTG6rq4uXLp0CZcuXSp5ffv3V+097rHHHsM999yD7373uyXj37lz53Du3LnC/1+8eBEnTpzAV77yFTz44IN7fi6FHKg4TCEG6hx+7diKs2lJFIVFtBYrIU7wKx1TNpvF4uIiPB4Pent7cf78eVit1mY2sWrESTbpC5dahdVYLAaWZREMBjExMYGFhQXFt6+TLA7X4xwuzng2Go2Yn59HX19fUxYt1DmsbuQufkfZ32j5uszxAh7biOJBXwiRV3OF39jVhj8d68WEuf57G8nO4Vqo5DJOpVKFMUeKy5j0OZZaoLES8kBFdnmpxzksxQTR19cHvV6/wyW8vr6+w028nccffxy33347vv3tb+NXf/VXd32vTqfD6dOnwbJszW2kqBsqDlM0hdFoRCaTUboZDcFgMCCZTOLFF1/E2toaRkdHcfnyZbS21pYPpya05hxmGKbsMeVyObjdbrjdbnR3d+PMmTNVPRFWkmIXtJSJjVqoVlgtzn222Wy4cuWKaqJZSBaHpTiHBUHAxsYG7HY78vl80zOegdeEXDkdhVQcro1a+72e4nfFIg7JQg09v6ShVefw/44kca83AGd6a0fdDa0mfNzWi/Md8sVXac05XAsMw8BiscBisdTkMi7e3UDFYXmgsRLyQPqcX21IFYcjkYikdaLJZMLJkyfx5JNP4tZbby28/uSTT+Lmm2+u+HuPPfYY3vOe9+Cxxx7Dr//6r+/5dwRBwAsvvIC5ubma20hRN/Tqp2gKg8FQKCahJRKJBCKRCFKpFEZHR1WVTVsPBoNBE9EFxRTHGHAch6WlJbjdbrS3t+PUqVMlrhM1Iy6USXd27xUrkU6n4XQ6sbKyguHhYVU+cCFdHK6l7Zubm7Db7YjH45iZmcH4+LgiY4N4/u8mGtUqJmlRfGo09Yqd1Ra/8/l8hSJ4tPjd/kNr4rArncX93iB+HEkCALoNOnxotAe/1dcBg8zHuV+cw7VQrcvY6/UinU4DAF588UVZs4z3G9TxKg+0H+WF4zhJRhOpzmEAuOuuu/COd7wDp06dwvnz5/HII4/A4/HgjjvuAADcfffdWFlZwTe+8Q0AW8LwO9/5Tnz5y1/GuXPnCq7j1tbWgkD953/+5zh37hwOHjyIaDSKBx98EC+88AK++tWvSmojRb1QcZhCDNXGSmgpcziZTMLpdGJ1dRUWiwXDw8OYnZ1VulmyIU5AOI6DyWRSuDXyoNfrC05hl8uF1tZWHD9+HD09PUQtoEQXNKmipEglcbI44qPRxc3qhWRxuNpYiXg8DrvdjmAwiMnJSZw8eVJR94q4KJfTiUmdw+phe/E7YOu7TqfTxBe/U2Ob1I5WxOEIl8df+jbxzY0IOAEwMMA7BzrxgeFudBgaI/jsZ+dwLVRyGa+vr8PhcKC3t3dXl7H4b/qgqjw0VkIexMxhijxIdWJHIhGMjIxI+pu33XYbgsEgPvWpT2F1dRWzs7N44oknMDExAQBYXV2Fx+MpvP/hhx8Gx3H4wAc+gA984AOF19/1rnfh0UcfBbCVgfz+978ffr8fnZ2dWFhYwNNPP40zZ85IaiNFvVBxmKIpjEajJmIKkskkXC4XfD4fhoaGcPHiRfj9fs25orUmDvM8D57nce3aNZjNZszOzqK/v5/YRafUYm5qYruwKrq5FxcX0dnZSUTEB8ni8F6xEqlUCg6HA6urq4X8dDXEeRQ7h+X8TCoOV0+zx02GYeoqfqdvUdeOA0r1kC4Oc4KAxzei+LIvhE1u617xK50W3G3rxZS5sXMrKg7XB8MwMBqNGBsbK7y2m8vYZDIVxGLxgZXFYtn33wGNlZAH6hyWF6lieywWq2ttcuedd+LOO+8s+zNR8BX58Y9/vOfnfelLX8KXvvQlye2hkAMVhynEsB+cw6lUCk6ns0QUbmtrA0D+sZWDYRhNFKXjeR4+nw8OhwO5XA42mw2HDx8merEJaEMcFo+B53l4PJ6Cm3thYaFkm7maIVkcruQczmazcLlc8Hg8GBwcVF1UDhWH1YEa+qva4nfBSKzw85dffhl9XdamF79TQ39Rmsuz0STu9QZhT2UBAAfMRnzM1ofLnc0ZT6ljsz7KiZq7ZRknEonCuLO8vFxwGVsslsLOhv3mMhbj6eh5WD80c1hemp05TKHUC736KZqCVOdwce7p4OBg2S3uBoOByGPbC5KL0gmCgNXVVTgcDgDAoUOHsLy8DKvVSrwwDGyJkqSLwwzDgOM4PP300zAYDES6uUkWh7c7h/P5PJaWluByudDZ2YmzZ8+qcgJMxWHKbpQrfpfIcMC/PQsAaG9v03zxOy1BonN4KZ3DZ5YD+JfwVq5wl16HPx7twW/3y58rvBvUOVwftfSf0WhEV1dXSRYpdRmjUDyWisP1Q53D8iJVHK4nc5hCqQcqDlOIYq/FteiuJWWin06n4XK5sLy8jIGBAZw/fx5Wq7Xse7UqDpPoHBYEAevr62BZFhzHYWZmBqOjo9DpdPD7/Zr5nkjOHBYEAWtra7h+/ToEQcChQ4cwPDxMxLiwHZLFYdE5zPM8VlZW4HA40NLSonrnNhWHlYe0/ioeW8bHJ2AxbS2wm138jsQxTmlImTMCQIzL46urm/jGegQ5AdAD+N2BTvzhSDe6GpQrvBu0IF191FuQuR6XcfE/JEe7iWsIrYneSkAzh+VFijgsCAIikQgVhymKQMVhiqYwGo1EbC9Kp9NYXFyE1+tFf3//rqKwiFbFYZKcw4IgIBAIgGVZZDIZTE9Pw2azlUxItRDFIELisQiCgGAwCLvdjkwmg4mJCdjtdgwNDRG7gCVdHM7lcnjmmWcAAEeOHMHg4KDqvwuxfXL2O2liJ0UetFz8TiuQIA7nBQH/MxDDl1ZCCHJb9+UrHa2429aHA63KCXvUOVwf9YrDlajGZVw87phMph2CMSkuY/E+reZ1Hynk83miHxSoCUEQ6nIOq3FXHUX7UHGYQhTVOIeBrSfmapwkZDIZLC4uwuPxoK+vD+fOnStZMO6GVsVhUo4rGAyCZVkkEglMT09jfHy87DlGoqBaCdKOJRwOw263IxaLYWpqChMTE+B5Hna7vWELsGZAqjgcDAbxyiuvIJvN4sCBAxgbGyPmO2AYRnYxl4rDtaF2sa4e6i1+J/6z/R5Ezy9pqF0c/vdYCvd6Anjl1VzhabMRd4/14vVdbQq3jDqH66WZhdS06jIW+5Ceh/VDM4flQ1w/1dqfPM/TWAmKYtCrn6IpdDqdKp2o2Wy2IAr39PRIytkURVS1L2JqRe2xEpubm3A4HIhEIpiamsKpU6d2vdGTJqjuBimZw7FYDCzLIhgMYnJyEgsLC4Wt2Y1wgDabSkXd1Eo0GoXdbkc4HMbw8DByuRzGx8eVblbNNELMpeJdbey3/qq2+J3L5UIul0Nra2uJYCxmb1JqR43zKk8mh896g/hROAEA6NDr8Icj3fjd/k4Ydepor9bmpM1GDQ+uSXcZN1Ng1zo0VkI+RC2iVnE4FotBEISSeQCF0iyoOEwhimomoGLusBrYLgqfOXNG8jYRUiIzakWNYj6wJXCxLItQKISJiQkcP368qixIg8GATCbThBY2HrVnDieTSbAsi7W1NdhsNly5cgUtLS0l7xHHDBJE7krodDpVXiPbKf4+xsfHMT8/j3Q6Db/fr3TTJEGdwxQ1UK74nSAIyGaziMfjhWgKv9+PdDqNl156CR0dHbT4XQ2o7bqM53n81eom/sdaGDkB0AH4b/0d+KORHvQY1TX/U4O4STJq7b9KLmOO40p2N4guY0EQdmSoN8tlrLV1kZLQgnTyIQrttT48i0QiYBim6p3FFIqcUHGYojmMRqPiQko2m4Xb7cbS0hK6u7tx+vTpureHiE8etfZUV23O4VgsBofDgY2NDYyPj2Nubq6mya1axW4pqNUFnU6n4XQ6sbKyguHhYVy+fBmtra1l38swDLGxDCJqb38mk4HT6cTy8vKO7yOTyahOeKkWKg4rC3UjVoZhGLS0tKClpaWksOOzzz6L8fFxMAzTlOJ3WkEt7ldeEPBPwRi+uBLCRm7r3nvB2oqPj/fiUGvLHr+tDGrpO1JRqzhcCYPBoDqXMRU05YP2pXxIjeiIRCKwWq30e6AoAhWHKZpDSedwLpeD2+2G2+1GV1cXTp06Jdu2EDFPi+O4He5IklGLmJpIJOBwOLC2toaxsTFcuXIFZrO55s9Rq6AqBbUdS7ETv6+vDxcuXChx01VC7Q7ovVCrOMxxHBYXF+F2u9Hb21u2sKZa214NVBxWHtpftdPW1lYy76DF7/ZGDQLnf8RSuNcbxEvJrZ1HEy1G3G3rxRs6LYq3bTdoQbr64Hme+Ic0SruMaayEfNDMYfmQWowuEolQ1zBFMejVTyGKaibISjiHc7kclpaW4Ha70dHRIasoXIwaXNFyYzAYkEwmFfv7qVQKTqcTPp8Pw8PDuHTpEiwWi+TPU5ugWg9qiTPgOA5LS0tYXFxEZ2dnzfEspGQnV0JtAivP8/B6vXA6nbBYLLuOdyQLonJnPZPcFxRyaVTxOy2hpDi8ksnhc8tBPLG5lSvcrtfhD4a78Y6BTphUkiu8G7QgXX2QD7+XsAAAIABJREFU5hyuhWa5jGmshHxobXeqkkjty0gkgs7OTjquUhSBisMUzdFM53CxaGW1WrGwsFCyxVNuxKJ0WkKpWIl0Og2Xy4Xl5WUMDg7i4sWLaGurv/K3lsRhvV6vaH4yz/PweDxwuVywWCySry+1iau1otPpVCEqCoKA1dVVsCwLvV6P2dlZ9Pf37zqBFduuBmdercjd71Qcrg3SzhfSqLX4ncVi2SHctLS0aOJ7UmJ8SuZ5POwP4+v+MDKCAAbA2/o68KHRbvQayVmeUedwfWhZHC5HI1zG1DksHzRWQj44jpO0KyAajdYdRUmhSIWc2QeFAvU4h0VR2O12o729HQsLC+jp6Wn44kKL4nCzYyWy2SxcLhc8Hg/6+/vLboWvB7VlKNeDUnEMPM/D5/PB4XDAYDBUJULuBumCvdLitiAICAQCsNvtyOVyOHDgAEZHR6v6PsT3kCgONyJWglIbVEyvnXrOs1qK3yWTSRiNxh2iDanF75p1ffKCgO+F4vj8chBrr+YKn7Wa8XFbH45YyIsMI3FsVxP7TRyuRD0uY7G2Ae3L+uB5HoIg0FgJmajHOUxjJShKQa9+iuYwGAzIZrMN+WyO4+DxeLC4uIi2tjYcO3YMvb29TZsYa1EcbpaYWpwH3dPTg7Nnz9YUTVAtpAuRxTT7WARBwNraGliWhSAIOHToEIaHh+u+vpQWV+tFyfaHw2HY7XbEYjFMT09jfHy8psmuuFAjcdG2lzhc63lJncOURtOI86tS8bt8Po9EIlEQjEkuftes6/L/i6fxF94AriW2duTYWgz46Fgv3tjVRqzASmMl6oPEe2OzqNZlHA6Hkclk8NRTT8maZbzfEOf71DksD1Izh6lzmKIkVBymaA6j0Sh7hm0+ny+Iwq2trZifn0dfX1/TJ8RaFIcb7Rwujv5oZB60iJbE4WZl9QqCgGAwCLvdjkwmg5mZGYyNjcm2YKLicO3E43GwLItAIICJiQksLCxIEnfEMZLE/t9LzBV/Vu19gIrDtUEFJ3Wj1+vR0dFR4nAitfhdo92vq1kODywH8f1QHADQpmPw+8PdePdgJ1oIFwZprER9UHG4dra7jF0uF9LpNCYnJ2XNMt5viGsx2i/yUE9BukaYlyiUaqDiMIUoqpm8y5k5nM/n4fV64XK5YDab697eXi9aFIcbdUyioO9yudDW1tbwPGgRLYnDzTiWzc1N2O12xONxSc7UaiD9O2mmOJxOp+FwOODz+TA6OorLly/DbDZL/jxxkUGiKNqIWAkS+0FJaH/VjpJiK6nF7xolDqfyPP56LYxH/GGk+a1c4bf0WXHXaA/6CcoV3g3qHK4PKg7XTz6fh8FgqDrLOJFIlN3hsN9dxmLeML2e5YHjOLS01B4VFI1GMTw83IAWUSh7o42ZCYVShByZw6IovLi4iJaWFsVFYRGtisNyCnc8z2N5eRlOpxMtLS1Nd3mLQqQWcvgamTkci8Vgt9sRCoUwOTmJEydONGzbMXUO700ulyvJ4parQKOWncNKfx6FQgpqL34n9/1aEAT8r1AcD6yEsJrdmrOdajfjE7Y+HG0jL1d4N6hzuD6oOFw/PM9XdGjWk2W831zGoshOkYd6nMOHDx9uQIsolL2hIwCFKBrtHC4WFk0mE2688UYMDAyoRuST0xWtFuSKldhexOzIkSMYHBxs+ncnOp60MMlqhOM2mUyCZVmsra3BZrNhdnZW0pP1WqDicGWKHfZWqxVnzpyRdTsbwzDEiqIMw8ja76T2g1Ko5b5LEiSdX2orfifX+XYtkca9niCeT6QBAKMmA/50rBf/tZvcXOHdoM7h+qDicP3k8/maHL/VZhnvN5ex6BymyAPNHKaQCNnKBWVfstcCW4pzWBSFXS6XosLiXhgMBqRSKaWbISsGg6GuKsOCIGB1dRUOhwMAZCtiJhVxIqAFcVjOzOF0Og2n04mVlRUMDw/j8uXLaG1tleWz96JZ2cmNohHicPHDFJPJ1NDimqSK8zqdruK9Rmo/kSTeqQHaX/sLpYrfyXGerWU5fGEliO8Et3KFLToG/32oG+8Z6oRZw+IfdQ7XBxWH64fneVlEzf3uMuY4jorDMiJ1HRiJRKg4TFEMspULCqUMoru2mm2CPM9jZWUFTqcTBoMBN9xwA4aGhlQnCotoMVZCnIhwHFfTU3hBELC2tgaHwwGO43DgwAGMjIwoPikTnZIki5EicsRKZLNZLC4uYmlpCf39/bhw4UKJU6wZNDIeoxnIKa4KgoD19XXY7XbwPN+UMY9Ux+xe7a61z0jtBwpFaRpd/K6eWIk0z+N/+CN42L+JJL91fd/a244/Ge3FoEn7yywtRGgpiVzC5n4mn883bO6/n1zG1DksL1Kcw4IgIBaL0YJ0FMXQ/qyFsu8wGo0FJ2qlm5zomnM6ndDpdIq7TauFisNbN85AIACWZZHJZDAzM4OxsTHFRWERhmGIL4AmUs9xcBwHt9sNt9uNrq4unD17VrHJDqnOVRG52h8KhWC325FMJjEzMwObzdaU64bU/qeZw8qi9vuxWtkv/SZn8TspAqcgCPjnzQQ+uxzEyqu5wgttLfi4rQ/H2qUX8SQJQRCoc7hOqHO4fpQQNbXoMtbCjkc1UU/mMHUOU5SCjgAU4thrgS0OxLlcbsdkged5rK6uwul0AgAOHjxIhCgsokVxmGGYqovSBYNBsCyLRCKB6elpjI+Pq/Ipt1w5ykojOm5rWTiLxRxdLhcsFgtOnDiBnp6eBrd0d0iPlag3+7a4+N/U1BQmJyebugCQO7u3WVBxWHlof1Fqpdbid2K80crKCrq6uqoqfvefyQz+whPAf8S3coWHjHp8eKwXv9HTTsx8Ug7E63M/HbPcUHG4ftTivibdZUxjJeRDEATJ/UkzhylKQsVhiubQ6XQ7xLniXFpBEHDgwAEMDw8TNyHTojgM7C2mbm5ugmVZRKNRTE1N4dSpU6p+uq0V57B4fVTjJijOsDUajZidnUV/f78qFo2ki/VSnbepVAosy8Lv98Nms2Fubk6RRcdu2b1qhhako5AGPb/Ks1vxu2g0il/84hdIJpMIBAK7Fr8L5nl8cSWEfwzEIAAw6xi8f6gL7x3sQquerPmkHIjjoxru8yQi7nKk/VcfjYyVkANSXMY0VkI+xDVgrWvVVCqFdDpNxWGKYqhXXaFQKlDNJKo4d1h0CvM8j5mZGVXk0kpFq+JwJedwJBKBw+FAKBTC5OQkFhYWai40owTVOqHVjjhJ3E0gE7OfWZaFIAiqjGghNdZARByvqnUYZbNZOJ1OeL1eDA0N4dKlS7BYLI1uZkWoc/i1z6NUD+0vSiMRi9+Jhe8OHz4Mk8lUtvjdZjyOJw1teMLUiTSzNQbf1G7CR2x9GG9rTmFVNSKOj6TOqZVG7D8qyNUHiaKmGl3GJPajWhHX6rWKw9FoFABo5jBFMag4TNEkBoMB6+vreOmll5DP5zEzM4PR0VHiJ7CiOKy1AiDbnZ2xWAwOhwMbGxsYHx9XzPEoFS06h7ej9uznYkiPlahWHOY4DktLS1hcXER3dzfOnz8Pq9XarGZWhFTnsNztps7h2qH9VTtamhs0g+3RCMXF7wRBwJPhBD7jDcL7aq7wIT3wbiaF0dAaHD4W3hqL32kJ6hyuD7H/1DhvIgm1xErIgZIu43w+D7N5f+SlNxoxUqLWsTEajaKlpaUQd0ShNBsqDlM0hehiTKVSWF5exsGDB1UrWEnBYDDsWWyPRETRO5FIwOFwYG1tDWNjY7hy5QqRExWtiMOViuttbm7CbrcjHo+rOvtZRMxOJpVicbgcPM9jeXkZDocDra2tqsh5LoZU53YjnMMk9gOFomUqXeO/TGZwrzeAn8S2coUHjHr8H6O9uLm3HbpXF/xSit9pCZo5XB9UHJYHtcdK1EuzXMY0c1g+pBajC4fD6OzspGMqRTGoOEwhjnIDpiAIWF9fh8PhQDabhcViwdjYGMbHxxVoYePYrdgeyTAMA6/Xi5dffhkjIyO4fPky0U9NtSIOA6Wu2+LCZpOTkzhx4gQRMR+kipMilcRhQRDg9/vBsiwYhsHRo0cxMDCgukklqY5ZWpBOWdR2HpMAPb9qZ7vAGczl8aWVEL4diIIH0MIwuH2oC+8f6kLbtlzhWovfWSyWHYLNXsXv1IyYl0tq+5WGOq/rR4uGmWqR22VMYyXkQ6o4HI1GaaQERVGoOEwhGkEQsLGxAYfDgUwmg+npaYyNjeGll14iWgyqhE6ng06n00zucDqdhsvlQjAYhNVqxcWLF9HW1qZ0s+pGS+KwXq9HMpmE2+3G2toabDYbZmdn0dLSonTTqkZLsRIigUAAdrsdmUwGBw4cUHVsDqnifCUxV3wYubS0hJaWlhJ34G6LASoO1w7tL0qjEc+xnAD8X/4w/nJ1E/H81nj1a91t+MhYL0Zbqn8Iulvxu3g8Xsgy9vv9uxa/U+t4XozWIs6ajRgVRftQOoIgQBAEKmq+Sj0u42QyiVQqhWw2S1SUnxqRKg5HIhF0dHTQMYGiGFQcphCHuMAWReF0Oo3p6WnYbLbC5MBoNCKXyync0saghWJn2WwWLpcLHo8H/f39GBoagsVi0YQwDOzMUCaVdDoNjuNw7do1jI6OEuvoJj1WAnhNYI1EIrDb7YhEIpiensbExITqF0WkiqLlYiDC4TCuX7+ORCKBsbExcByHYDAIt9uNbDaL1tbWkuxRq9UKk8lUcNeR2A8UsqCLytoQBAEvGlpx/y9X4M5s3bePWkz4uK0Pp63y3O/E4nfFBfAAlC1+F4/Hy24Lt1qtqtupIwgCESK2Wqm2yCylMuJ6iPbj7lTjMs7lcvD7/fB4PLJmGe9H6hGHqXOYoiRUHKYQRzwex/PPP49UKoWpqamyeacGg0HT4jCpx5bL5bC4uIilpSX09PTg7Nmz6OzsxC9/+UtNiKkipDuHi8V7nU6Hw4cPY2JiQulmSYZU52oxDMPglVdewebmJiYmJnD8+HHVCQWVILX/i8XcRCIBu92OQCBQiFQRHUuiGJfNZgsiTywWK3EGWq3WwpiQSCRgsVioiLcHtH8ojYZNZfHppQ08ZxkAMhz6jXrcNdqD3+y1FnKFG0lx8TsRQRCQTqcLY0nxtvAWlRW/E2MlKNKg4nD9iHMLtT8kVyPbXcZ+vx9HjhyB1WotPLRKJBJ1ZxnvR6g4TCEVKg5TiKOlpQVDQ0Ow2WwVB16j0YhkMtnkljUHsXgbSXAch6WlJSwuLqKzsxOnTp0qyegzGAya+r4MBgNSqZTSzagZjuPgdrvhdrvR1dWFs2fP4pVXXiFGhKwEybESmUwGDoejkAVHYpFGUguxiRE+L7/8MpaXlwt56GazGYIg7HhIZzKZ0Nvbu8MZKIrFq6urSKVS+NnPfgYAO0QeLRasqhfqtK4N2l/VEcrl8aAvhG9tRJEHYBAEvGe4G78/3I12vbJiHcMwaG1tRWtra8m2cDUWv6PO4fqg4nD9iMXo6EOK+hHnmQaDAZ2dnSUiZT1ZxvuRfD4vOXO42N1NoTQbKg5TiMNkMmFqamrX95AooFYLSceWz+fh8XjgcrnQ1taGhYWFEuFERAtRGcWQ5hzO5/Pwer1wuVywWCw4ceIEenp6AGgjkoHEY+A4DouLi3C73ejr6yuMe6QJw8CWyEqaaMVxHCKRCKLRKPr7+3HhwoWSDNFq0ev1hUVWPp9HLBbDjTfeiFQqVXAGbi9YVSzyiLEU+xG62KfITY4X8HcbEXzFt4noq7nC/8Vqxq/4nLht7IDCrdsdNRa/o87h+qDicP2I4jClfnYTNHfLMqYu451wHCfpAR11DlOUhorDFE2i5cxho9GoenGY5/mC2NjS0oL5+Xn09fVVXERoJaNXhBRxmOd5+Hw+OBwOGI1GzM7Oor+/v+R7IuVYdoOkWAOe5+HxeOB0OtHe3o7Tp0+jq6sLTz/9NDHHsB2SnMM8z2NlZQUOhwOCIGBgYAALCwuyfLYYUyE6/Yoz1sWCVbFYDLFYDNFoFD6fD6lUCiaTqSTDWOmt5BQKiTwVSeA+bxCu9Nbc8HCrCZ+w9WHOIODffWTe45Qufkedw/VBxeH64Xme7riRAZ7nJfXlbi5jUTSORCL7zmXMcZykwt3RaBRjY2MNaBGFUh1UHKYQRzULYpLctbWiZiFVFFacTicMBgNuvPFGDAwM7PmdadE5rNbvCNiauK2trYFlWQiCgEOHDmF4eLjs90RyJIMICccgCAJ8Ph9YloXRaNzxQIUkgXs7JDiHxSKndrsdPM/jyJEjCIfDsvb5bgXpigtW9fX1FV4XK4yLIk/xVvLtkRTt7e2aW2Cp/bxRI/ShQSnOVBb3e4N4KroVXdVj0OGu0V68tc8KPcMgkUhoqs+aWfyuOHOdUjtUHK4fMQqBUh/iHFmOvix2Gff39xdeF13G4k6HlZWVimMQ6S5jqZnD0Wi0JIOeQmk2VBymEMleVd+17BxWo/AtCAJWV1fhcDgAYFexsRxqF1NrRa1uW0EQEAgEwLIsMpkMDhw4gNHR0V0XJ2o9lloQYyXUuJAtFiU5jqt47ZAuDqu57eFwGNevX0cikcDMzAxsNht0Oh2i0eie41It55SUc69chXFxK3mxKzAejyOfz5fEUoj/JjUzXG3XKoUswlweX/Ft4u83IuAEwMgA7xzoxAeGu2E1lAog++Fca0TxOxorUR9UHK4fGishD3KKw5WQ4jIW89TFf5PiMq5HHNZy5vCPf/xj/Mqv/ErFn7/+9a/Hv/7rvzaxRZTtUHGYoknUKKDKhdFoRCaTUboZAF5zoDocDnAchwMHDmBkZKTmG7fWvi81Cqqbm5uw2+2Ix+OYnp7G+Ph4VZNAEvN6tyOej2oTh4u/k5mZGYyPj1e8dtQusO7GXg/zlCKZTMJut2NjYwOTk5M4efJkyWRe7nbL9XmVtpKn0+mCyzgcDsPr9SKTyaClpWWHYGw2m1V1LVDkQY3XWbPhBAHf2ojiyyshhMVc4S4LPjrWi0nzTiea2u4LzaTe4ne5XG7f9p0cUHG4fqhzWB7Efmz29Vyty3i3nQ5qdBlLFYe1njl84cIFrK6u7nj9e9/7Hu644w7ceeedCrSKUgwVhylEUo1zmOd5TU4aDAYDEomEom0Q3Y4OhwOZTAYzMzMYGxuTPMnVWqyEmo4nGo2CZVmEQqGyAtheqFHorhVxDFCLwyQej8NutyMYDFb9nZAsDqut7dlsFk6nE16vFyMjI7h8+XLZQn9yx2E0Mnu5WOQpXmCJIo/oDNzY2EAymYRery8Ri9XqyKFiJ6UWnokkcZ83APbVXOFDrSZ8zNaLix2Wir9Dz7GdVFv8LhqNIp/P4yc/+UnDi99pESoO1w/tQ3lQ23q5kstYfAgej8dV7TKWIg4LgoBoNFoy7moNk8mEoaGhktdeeeUVfPjDH8bHPvYx/NZv/ZZCLaOIUHGYoknEAVlqtVA1o2QEgyAICIVCsNvtSCaTNTlQd4PGSshPIpGAw+HA2toabDYb5ubmJD1Z1+l0yGazDWhh8xAnh0oLlKlUCg6HA6urqxgbG8OVK1eqLlihNoG1FtTiHM7n83C73VhcXER3dzfOnz8Pq9Va8f2NcA43m3Iij5g9WsmRs91lLMX9IgdUWJLGfuy3xXQWn/EG8f9GtnKFuw06/PFID27r74Bhj/7Yz87hWii3Y8Hn88Hn82Fqaqrhxe+0CBU260dtoiapkLBervQQfC+X8XbRuBku43qcw/spczgcDuOWW27B6173Onz6059WujkUUHGYolF0Oh30ej1yuZykaqFqxmg0KiKkbm5ugmVZRKNRTE1NYWJiQjbRwGAwQBAEzUyUlRSH0+k0HA4HfD5fwRXZ2toq+fPUIHTXi7jwV0pczWazcLlc8Hg8GBwcxKVLl2CxVHaylYNkcVin0ymaAS8IAlZWVsCyLMxmM06cOIGenp49f0+tsRL1Uil7NJVKFVzGoVAIS0tLyGazaG1tLckeFRdXVFCjKE2Uy+Orq5v42/UIcgJgYIC393fiD0a60WmoTuig4rB0BEGAwWBAb29vw4vfaRG17GYiGZ7nVS9qkgDJInu1LuOVlRWkUqnCg6tGuYwFQUA+n695jczzPGKxmKadw8XwPI/f+Z3fgV6vxze/+U16H1YJVBymEEk1A4jWcmxFmn1ckUgELMtic3MTk5OTWFhYkH0iL05IOI5TXW6UFMSc3maK3cUC5MDAAC5cuFDi8JGKFjKHGYZRROTO5/NYWlqCy+VCZ2cnzp49KzlLrJGRBI1GKVFULMB4/fp15PN5HD58GENDQzUVkNOiOFyO4ty/4uzRbDZbEHji8TjW1tZKXIHbYynkntyrtb/Uyn7pr7wg4B8CUXxpJYRNbmtcfH3nVq7wTGttcwgqDkunUt81ovidFtGKIUJJqMAuD1LETDWjpMtYXGvU2p/RaBSCIGi6IF0xH/vYx/Dcc8/hpz/96b5yS6sd7YwCFMo2jEajom61RtEscTgWi8HhcCAQCGB8fBzz8/MNE261KA4DzZm0chxXslW+HgGyHFpwDgPNdd7yPI+VlRU4HA60tLRgYWGhxFUlBdKdw81ueyQSwfXr1xGLxfYs9leJ3QR5hmFqFi7ULA5XwmQylXUFigurWCyG5eVlxONxANjhCGxvb5fsRtK6MESRxk+iKdzrDeCXqa24oxmzER+39eFyZ227MUSoOCwdQRCqHlfrLX4n/kOqu7EcVByuH5Idr2qChFgJOZDqMq4lHkdco9fan5FIBAzD7Auh9PHHH8fnP/95/OAHP8DBgweVbg6lCCoOU4iEOocbd1zFWbVjY2MVizXJCcMwqiriVi/F4nCjtkvm83l4vV44nU60tbXh5MmTVW2VrxWdTqeJ76UZAqUgCFhbWwPLshAEAUeOHMHg4KAswgPJ4nAzXc/JZBJ2ux0bGxuYmJioa6fDfnIO14Jery+7uEomkwVXYCAQwOLiInK5HCwWyw6XsRYeAqoVrQqdS+kcPrscxJPhrYK8nXod/mikB/+tvwNGnTaPWe3wPF/3+VZt8TuXy1Uynmih+B2NRKgfnuc15XhViv0ssktxGRfPa7a7jEWhvdYxKRqNoqOjQ/PfwwsvvID3vOc9+MxnPoObbrpJ6eZQtkFHU4pm0bpzWG63SzKZhNPpxOrqqixZtbWipaJ0Op2uYaIqz/Pw+XxwOBwwGo2Ym5tDf39/wxZGWoiVABrvgA4Gg7Db7Uin05iZmcHY2JisjiCSxWGdTtdwUTSbzcLpdMLr9WJ4eFiWh1pyt1sr4nA5GIYpbMkUEQShJJYiGo3C5/MhlUrBZDKVOAKtVmvZbeRa7S9K9cTyPL62uolH18LICYAewO8MdOAPR3rQXWWu8G5Q57B0anEO10K54nfieCLuWNBC8Tue5/dt3rJc5PN5+rBRBvazOFwJqS5jo9EIhmEQi8VqGofC4bDmXcOBQAC33HILXv/61+Ptb387/H5/yc/1en2JQE9pPlQcpmgWLTuHAfnyodLpNJxOJ1ZWVjA0NISLFy+WLPCbhZacw4D8YqQgCPD7/WBZFgBwww031JSfKhUaK7E70WgUdrsd4XBY9kKNxZAsDjfSOVyc69zd3Y3z58/DarXK8tl7iblSrr39JHYyDIOWlha0tLSgr6+v8DrHcSWxFB6Pp7CNvFgs5jiO2HNeKbR0fuUFAf8UiOGLKyEEuK170KWOVnzM1oeDNeYK7wYVh6Ujh3O4WorHEynF78SHUWoSY2msRP1QUVMetJY53CiqcRkHAgHwPI/nn3++xGW8fbfDdqLRKDo7OzV9P/rBD36ApaUlLC0tYXh4eMfPJyYm4Ha7m98wSgE6ClCIpJqBU8vOYWDrRlTPjTyTycDlcsHr9aK/v1+2AmZS0ZJzGJBPVBWLarEsi0wmgwMHDmB0dLRpCwoqDpcnmUyCZVmsra01PJMbIDveoxHOYUEQCrnOJpNJllzn7ewlDtd6TFp2DteCwWBAV1dXSdEVcRt5sSMwEokgFAphfX19RyyFmgQeivz8NLaVK/xycitXeKrFiLttvXh9Z2OKHmp5Md5IGuUcrgWSi99Rcbh+aDSHPHAcV1awpFRHsctYXM+eOHGixGUs7p5KJBL4gz/4AwwPD+PIkSOYm5vDwsICgsFgXTVjHnroITzwwANYXV3F0aNHcfXqVVy+fLni+5966incdddd+M///E+MjIzgIx/5CO64446S9/zjP/4jPvnJT8LpdGJmZgb33nsvbr31VsltfNe73oV3vetdkn+f0nioOEzRLAaDQZPiMMMwdQmp2WwWbrcbS0tL6Onpwblz51SxjUWLzuF6xe7NzU3Y7XbE43FMT09jfHy86ZNgrYjDch1HJpOB0+nE8vJyIb6gGfErOp2O2PFMTuew+LDk+vXryOfzDXXQy+14puJwZcptI3/ppZdgNpvR2dlZVuApFovb29thNpupyEc4y5mtXOF/3tzKFbbqdfjD4W787kAnTA3KFabisHSa6RyuBVKK31FxuH6aUfh5P0Ad2PIhmrcquYyz2SweeughvPDCC/jFL36Bv/3bv8U999yDbDaL9vZ2vP3tb8exY8cwPz+PY8eOYWhoaM+/+fjjj+ODH/wgHnroIVy8eBEPP/ww3vzmN+Pll1/G+Pj4jvcvLi7i137t1/C+970P3/zmN/Fv//ZvuPPOO9Hf34+3vOUtAIDnnnsOt912Gz796U/j1ltvxXe+8x287W1vwzPPPIOzZ8/K12EUVUHFYQqRVOscTiaTTWhN85ESmcFxHNxuN9xuNzo7O3H69OkS55bSaC0GpB4xMhqNgmVZhEIhTE5O4uTJk4pt9yLZsVpMvc5h8fpZXFxEb2+vrPEF1UByrIRczuFIJAK73Y5oNIqZmRmMj483dFFIC9Ipi06ng8FgQH9/f8nCqljgicViCAQCSCQS0Ov1OxyBJOSOyo0axbq9SORFECB6AAAgAElEQVR5PLy6ia+vRZAVBOgA/HZ/B/5opAe9xsYLFiT2mRogTVhXW/E7Kg7XDxU15YHGSsjHXjt7TSYT3vCGN+ANb3hD4bV8Po977rkHzz//PA4dOoSf/OQneOSRR+BwODAwMID5+fmCWDw/P48jR46UOL2/+MUv4vbbb8d73/teAMDVq1fxwx/+EF/72tdw//3372jDX/3VX2F8fBxXr14FABw5cgT/8R//gc9//vMFcfjq1at44xvfiLvvvhsAcPfdd+Opp57C1atX8dhjj9XfURRVQkcBimbRmthYTC3Hls/n4fF44HK50NbW1pDt13JAYyWARCIBlmWxvr4Om82Gubk5xQttiAXpSFsEbkequMrzPLxeL5xOJywWC06dOlWysGwWpIvD9bS9OMJjYmICx48fb0qsAC1Ipzzl+quSwLNX7mix05gugtUBLwj4v4MxfGElhPXc1v3ygrUVH7P14gZLc7Y402tSOoIgEC/MKVn8jorD9UNjJeSB4zjajzIhJfZRXDPOzs7iz/7szwqvx+NxvPTSS3jxxRdx7do1PPLII7h27RpSqRRuueUWfPvb30Y2m8XPf/5zfPSjHy35zDe96U149tlny/695557Dm9605tKXrvpppvw9a9/HblcDkajEc899xw+9KEP7XiPKChTtAmdHVM0i1Yzh4HqxOFiUctsNmN+fh59fX2qFfi0FitRy/Gk02k4HA74fD6MjIw0LaqgGsTJIukT8FrFekEQsLq6CpZlodfrMTs7i/7+fsWuH5LFYamiaDabhcvlgsfjaWqEh0gjnMOUxqDT6WC1Wkvc/IIgIJVKFRyBoVAIHo8HmUwGZrN5RyyFnI5AJSBN5Px5LIV7vUH8IpkBAIy3GHD3WB/+S5f8ucK7QfqDTyVRa6xEvTSr+B0Vh+uHxkrIA3Vgy4dUF3YkEsHIyEjJa+3t7Th37hzOnTtXeE0QBLjdboRCIQBAIBBAPp/H4OBgye8ODg7C7/eX/Vt+v7/s+zmOQyAQwPDwcMX3VPpMijag4jCFSKqZjO5X5zDP81hZWYHT6YTBYMDRo0cxMDCg+gn8fnQOF4tfAwMDuHjxItra2prUwuoQJ4ukTxyrFVfFTFu73Y5cLlcoAKj09UOyOFxr28XdDk6nE11dXU2P8BDZSxyu9ZygzuHaqPeaYxgGFosFFoulJHd0uyNwfX0diUSi4Agszh21WCzECQ9Kj1V74cvk8LmVEH4QigMA2nQMPjDSjXcOdKGlQbnCu0HFYemooSBdM5G7+B0Vh+uHdOOCWiB9jq8mpBb3i0ajuPHGG/d8H8MwmJqawtTU1I7Xi9nr3lbu/dtfr/UzKeRDxWEKsey10NZqQTqgvDgsCAJ8Ph8cDgcYhmlooaZGYDAYkEqllG6GbOwmDhfn13Z3d6umKGA5xIUL6a7uagTKcDgMu92OWCymWAHASpAsDldb2E0cw1iWhclkwvHjx9HX19eEFpaHZg4rTyP6y2QyoaenBz09PYXXtjsCl5eXEY+/Kl4WFaqyWq1oa2ujsRQSSOZ5/J/+MP56LYw0L4AB8LY+Kz442oM+o3L9SRe70tGqc7gWail+l0gkwDBMYUzJZrNIpVJUmKsD6hyWB5o5LB9SYiWALedwZ2dnzb/X19cHvV6/w9G7vr6+w/krMjQ0VPb9BoOhsFui0nsqfSZFG9BRgKJZjEajppyoxRQL34IgYG1tDSzLgud5zMzMYGRkhLjJktac3uWc0Nvzn0+ePFkiUKgRhmGIFiZFdhPr4/E4WJZFIBDAxMQEFhYWmpJpWwskfwfVZPcGAgFcv34duVwOhw4dwvDwsOKiQ7Widi2fR8VhdVLJESgWqhIL3y0uLu4oVCUKx2CUnVKr9dziBQHfD8XxwHIQa6/mCp9pN+Pj4324sUm5wrtBxWHp7DfncC1UU/yO4zgsLi6CZdkdxe+sVitMJhM9N3dBEAQqrMsE7Uf5kCoOR6NRSTVNTCYTTp48iSeffBK33npr4fUnn3wSN998c9nfOX/+PL7//e+XvPajH/0Ip06dKqx/zp8/jyeffLIkd/hHP/oRLly4UHMbKeRAxWEKsVTjHOZ5XpM3PFEcXl9fB8uyyGazmJmZwdjYGLETdS3GSojHUxz1YTQaVZ//vB0pxfXUhk6n23EMxVnPo6OjuHz5Msxms0It3B2SxeHdRNZoNIrr168jGo2qzq1NYyWURenxUXT4tbW1lThlMplMSSzF6uoqUqkUBP1rD5TW19fR390Bi6W5+blq44V4Gn/hDeDFxFau8JjJgD+19eKmrrZ93S9agQrrtbG9+N3q6iqOHTuGlpaWhhe/0yLi/VQtcwZSoSK7vEgRhwVBQDQalbyL9K677sI73vEOnDp1CufPn8cjjzwCj8eDO+64AwBw9913Y2VlBd/4xjcAAHfccQf+8i//EnfddRfe97734bnnnsPXv/51PPbYY4XP/OM//mNcuXIFn/3sZ3HzzTfju9/9Lv7lX/4FzzzzjKQ2UsiAisMUzSI++dJaBVaxinIwGITf78f09DRsNhvxx6jFgnTpdLpQ1AwAcVEfIloRh0W3fS6XK2Q99/f3qzLreTski8PlnMOpVAosy8Lv92NiYgLHjx9XpVubxkooixr7q1yhKo7jEAhHgWdeAgAse71wO5IlW8iLYykaeb9Ww/3Fn+Xw+eUgvluUK3zHcDd+b7ATLSoTtqj7VTo0VqI+xMzhZhS/0yLivJRev/Uh9iONlZCHZjuHAeC2225DMBjEpz71KayurmJ2dhZPPPEEJiYmAGw9iPJ4PIX3T01N4YknnsCHPvQhfPWrX8XIyAgefPBBvOUtbym858KFC/jWt76FT3ziE/jkJz+JmZkZPP744zh79qykNlLIgI4CFM2i0+kKgpCUYHg1srm5CbvdjkgkAovFgnPnzmnmZq4l57AgCEilUtjY2EAoFCoUNSN1AlvOdUsa4vm1uLgIl8sFq9WKM2fOSMr3UgLSxWGx7blcDk6nEx6PB0NDQ7h8+TJaW1sVbmF59hJzBUGoWbxUo9hJqR+DwYCOjtfGkhMnT8JsYEpiKdbX1+F0OsFxXEHcKS5+ZzKZFDwCeUjzPP7aH8Yj/jBSr+YK/2avFXeN9mDApM65Cr0mpUOF9frYrSCd3MXvtIg4LyXdHKM0VGSXl2ZnDovceeeduPPOO8v+7NFHH93x2ute9zo8//zzu37mW9/6Vrz1rW+V3CYKeahzpkahVEE1Ex6t5A5HIhGwLIvNzU1MTk5icHAQGxsbmhGGAe04h0UBPxqNwmw248KFC8RPXPV6PbHCJLC1AItGo1hfX0cymcSxY8fQ29tL1KKJZHFYjJUQhfmOjg5VF2EUoQXplIWk67McxVvIh4aGAGyJO8WxFJFIZIe4U+wyNpvNVfeDkueWIAh4YjOBzy0H4ctuzblOtpvxCVsfZtvU/XCeRiNIhzqHpSM+XKxlflhP8bviaArS56QiorhOz8H64DiuYKii1IcY0VHr+jyVSiGTyUh2DlMocqEdZYlCKUNx4TYSicViYFkWwWAQ4+PjmJ+fh8lkwurqqiZE72JIdw5Ho1GwLItQKITJyUmMjIzA5/NpYhJOaqyEIAhYX1+H3W5HNptFW1sbzp8/T+RCglRxWBAEbGxsgOd5+Hw+HDt2DH19fUo3qyrkFnPFhRcVo6pHa2I6wzAwm80wm80l10GxuCMWv0skEtDpdCXCjhhLoaZF/C8SadzrDeLn8TQAYMRkwEfGevFr3WTkCtPrUTrUOSwd8X4uR/9VU/xufX0dLpdrR0FNkovf5fN5ev7JAM0blg9xHVurOByNRgGAmN2MFO1CxWEKsWjZORyPx+FwOLC+vg6bzYYrV66URGMYDAYij2s3SD2mRCIBlmWxvr6O8fFxzM3NwWQyYW1tjUhBtRwkisOhUAh2ux3JZBIzMzPQ6XRYXV0lbvEjQqI4HAgEYLfbkclsFaM6f/48UQu53Qrp1QMVoyjbqSTuJBKJgmDs9/vBsmxJ5mixcNzsa2s9y+ELKyF8JxiDAKBVx+D9Q11471AXzARd5wD5LnWloM5h6cgpDpdje/E74LWaJVopfsfzPBU1ZYCKw/IhrmNr7c9IJFJ4cEyhKAkVhymahjTncDKZhMPhgN/vx8jISMU8TlKF1N0wGAwQBGHXDDY1kU6n4XA44PP5yn5XpDuhiyEpczgWi8FutyMUCmFqagqTk5MwGAxYXV0lTlwtplFCZSOIRqOw2+0Ih8OYmZnB4OAgnn76aaWbVTONiJUAtOeGbRT7XXQSXcNWqxXDw8MAdmaObm5uwuPxIJPJFBaVHo8HnZ2dsFqtaGlpkb0fMzyPv1mL4K9WN5Hgt87lW3rb8SejvRhSaa7wbtCHNdKhfScd8X7ezP5jGEZTxe+oqCkPUmIQKOUR+7LW61rMG6bjKUVp6EhA0TSkOIfT6TScTidWVlYwNDSES5cuwWKxVHy/FsVhcYLHcZyqC/Nks1m4XC54PB4MDAzg4sWLaGtr2/E+Et22lSAhcziVSoFlWfj9fthstoKDW4RE520xOp1O9aJi8XdQHIOTzWYBkCeK7hUDUesknorDtUP7qpRKmaPZbBbRaBTXrl1DKpVCMBhEMpmEXq8vyTBub2+HxWKR9ABWEAT886u5wsuv5gofb2vBx219ON5OrtuJnmPSobES0hFd12roP1KL39FYCXngOI6K7DIhtS8jkYjq63BQ9gdUHKYQSzWTELU7hzOZDFwuF7xeLwYGBnDhwoWSLWCVEIu3acm1Id5M1SqochyHxcVFuN1u9PT07FlQSysF9gB1C93ZbBZOpxNer3fXBytqPoZqEMVhNV7zuVwOLpcLS0tLZb8DcfFG2hbQYjFXjj5X2/dG0Q4mkwldXV0AgMOHD8NoNO5wA66srCAej0MQhLKxFLs5x15OZnCvJ4CfvporPGjU48NjvfiNnnboCD+v1TimkgKNlZCO2nfJkVD8jjqH5YH2o3xwHCfJhR2NRqlzmKIKqDhM0TRGo1GV4nA2m8Xi4iI8Hk9VQuN2xC1dHMepZntXvTAMo8oohnw+D4/HA5fLhfb2dpw8eRI9PT17/p4oRmph4alGYZXjOCwtLWFxcRHd3d04f/48rFZrxfdrwTkMqEtg5XkeHo8HTqcTHR0dOHv2bNliGqQ6ZvdqN3UONxbSx02lqeQGTKVSBcE4EAjA7XYjm82itbV1h8s4yuhw1beJbwe2coVbGAbvG+rC+4a6YNGrV9iqBS3co5WCOoelo3ZxuBJqKn5Hah+qDRorIR9SxeFwOEydwxRVQEcCCrFU6xxOJpNNaE11cBwHt9sNt9uNzs5OnD59uuD2qYXiCAatiMOAuuIyeJ7HysoKHA4HTCYT5ufn0dfXV/WEVq/Xq9bpWStqyhzmeR7Ly8twOBxobW3FiRMnqhLrqTgsH4IgYHV1FSzLwmAw7HltFLedJOQWc6k4XDu0r2pnt/sNwzCwWCywWCwYHBwsvJ7JZEqKVHn9fvwvzoAnWjqRZrau31+1GPAnI92Y6bQSf08rRgv3aKWgzmHpaEnYrLf4ndVqlRR3Qx2v8kBjJeSjHuewFD2AQpEbKg5TNI1aMoc5joPH48Hi4iLa29urFrQqwTCMqoRUuVBDFIMgCIWq8MDWFt2hoaGaF0CkZChXgxoc3cXfC8MwOHr0KAYGBmoS65U+t+pBLQJrMBjE9evXkc1mcfDgQYyMjOz5HYg/V7rttVJNu2sZF6g4TFErYpGqnp4e/Es4ic8sB+DJbI35NxgY3G7MYSwRwvILi1gGStzFVqsVbW1tRIsLVOCUBnUOS0dL4nA5mlH8jorD8kD7UT7qjZWgUJSGisMUTaN05nA+n4fX64XL5UJrayuOHTuG3t5eWRYiWhSHlRQhBUFAIBCA3W5HLpfDzMwMRkdHJU/e1Z6hXAtKC6vi95LJZHDgwAFJ3wvpzmGlBdZYLIbr168jHA5jenoaExMTNS0mSCiot53ignRyQlo/KAXDMLSvaqDevrqezOA+bxDPxlIAgAGjHn8y2oNbeq2FXGGe50tiKbZvH98eS0HCg1HqHJYOdQ5LR+vicCXkLH63X/tQbvL5vKZ2oSqJVHE4EolQ5zBFFVBxmEIs1UxIlXIOi5EETqcTRqMRs7Oz6O/vl3USrUVxWCnncCgUAsuyiMfjmJmZgc1mq/spupihrAVxWKlYiUgkArvdjkgkIkmQLEYUh0kVAsSq5s0Wh9PpNFiWxerqKmw2G+bn5yUJPuJCjiQaEStBBc/aoH3VeIK5PL7sC+HxjSh4ACaGwe2Dnfjvw91o25YrrNPp0NbWhra2tsJrgiCUxFJEo1GsrKzsKeyoBXqOSYfU+6kaoMLma0gtfieKmpFIpOHF77RMPp9Ha2ur0s3QBFLjHiORCMbGxhrQIgqlNqg4TCGavRbazRZQBUGAz+eDw+GATqfDDTfcICmSoBq0KA432zkcjUZht9uxubmJqakpnDx5UtaiDFoRh5t9HIlEAizLYn19HRMTEzh+/HjdrgZx0aCGzF6pNFMczuVycLlcWFpawuDgIC5dugSLxSL580h0DovI2W4qDlMaTbXzjSwv4O/WI/jK6iZi+a1x5c3dbfjwWC9sLdWPtwzDwGw2w2w2o6+vr/A6x3EFJ2A8Hofb7UYikSjkk26PpVBKKKMCpzTEmgpU4JQGFYf3Zq/idx6PB+l0GteuXWt48TstQ2Ml5IPjOElCeywWo7ESFFVAxWGKpjEajU2JlRDzUB0OB3iex4EDBzA8PNzQiZ8WxeFmHVOx+Dg+Pi7ZDbkXWhKHmyFKZjIZOBwOrKysYGRkBFeuXIHZbJbls9VU0E0qzRCHeZ6Hx+OB0+mE1WrF2bNnZZmwkhjr0QinLxWHq4cu6BuDIAj410gSn/EGsZjZmh/daDHh47Y+nLHK5x4zGAxlhZ1EIlEQjMV5Uz6frzlvVC6owCkNcRyj16k0qDgsjeLid6FQCK2trZicnGx48TstQwvSyUc+n5ccK0HFYYoaoOIwhWiqcQ7zPN+wp6KCIGBjYwMsyyKbzWJmZgZjY2NNmXRoVRxupJiaSqXgdDrh8/lkFx/LoSVxuJHHwXEcFhcX4Xa70dfXhwsXLpRUvZYD8ZokOVutkQKr+IDLbrdDr9djfn4efX19si38SRVFG9FuEvtBKWhfVU81fcWmsrjPG8Az0a1c4V7DVq7wb/ZZoW+CyKfT6WC1WmG1WguviXmjorATDofh9XqRyWRgNptLxOL29naYzWbZBUkqcNaOeL5RkU0aVByuH3Ft14zid1pGqqBJ2YlUoT0ajdLMYYoqoCMBRdOIN3q5n4oKgoBgMAiWZZFKpTA9PS1LTm0taFEcblSsRDabhdPphNfrxcDAAC5evFiSmdgotCIONypzuNil2t7ejtOnTzdscqTT6YjMvS2mUeJwMBiE3W5HOp3GwYMHMTo6KrtYQqJzGJA/K5lUkZxCNptcHl/xhfD361HkARgZ4N2DXfj94W5Y9coKVMV5o/39/YXXc7lcQdSJxWJYX19HMpmEXq/fEUtRjxOQFlWThjgu0r6TBhWH62evnWByFr/TMjRWQj6kZA4LgkAL0lFUAxWHKUSz1w1bp9NBp9Mhl8uhpaVFlr9ZXLxsamoK4+Pjijxx1aI4bDAYkEqlZPu8YkdqT08Pzp07VzJJbDTNzlBuFHKL3GI2N8uyMBqNsrtUK0GqQCkid/tjsVghc7vegn97QaowL3dWMhWHq4f2Vf3keAGPbUTxoC+EyKu5wm/sasOfjvViwqxul5zRaERPTw96enoKr4lOQFEwLnYCbhd12tvbqRuugVDncH3k83nad3UipQ+lFr/7/9l78/g4rvvK91RV7wu2xk5sBEASkEiApCiJFCXK8Tie2HE09jw7ljfFmTeyMxNHz5PMe7ETJ3byMo7HeZNEY48Tx28yjiONHWd5EyWRlTiOLcm7LIWiKAq9AmjsQDfQS3VXd9f2/gCqWI21964q3O/nww+pUqFQdbv61r2nzj0/bb9ituJ3JFaidgiCQGIlCIaGjJoIpsdqtdZEoEskEggGg0gkEjh58iQuXrzY1CVItRZS9UCtxFRRFBGNRhGJRODxeHDp0qWi3MNGYRbncK0yh5UYlkAgAEEQcPr0afT19TXMlVEvB3SjqJU4nMvlEAqFsLy8jMHBQZw7d64umdtajFqQrh6ZwwRCPVHuseeSWXxyIYZwbjtXeMJpw68M+nClpfLCks3mICcgx3GqYByPxzE3N4dCoQCn07nHZby7QBUpSFcZJHO4OohzuHpq6Xg9qvgdy7JYX19HJBIxXfE74hyuHZUI7ZIkgWXZpsxTCYTdEHGYYHosFktVRelSqRRCoRDi8TiGhoYwPT1ddyGlFMzqHK7mmiRJwtLSEkKhEOx2e8McqQdR7wzlRlELkXtrawuBQAAsy2JsbAxDQ0MNnxg1qrBevajWfSsIAiKRCObn59HV1YX7778fLldjhCKjOodJQTqC0YjkCvjU0haeTWYBAO0WGv/hRAd+urOlIbnCjYaiKLhcLrhcriInYKFQKIql2F2gShGMeZ6vqLr8cUeJ4zCiGKYHiDhcPfUuMKwtfqcgy7Kpit/JskzE4RqhtGW5zuFkMglZlkmsBEEXEHGYYGhKGZRW6hxmWRahUAjr6+sYHBzEtWvXahZNUQvMKg5XIkIqxbSCwSAAYGJiAr29vU2ftJjFOaw4bitxWLEsi0AggHg8jpGREdx1111NW+p7XGMlJEnCwsICQqEQPB4P7rnnnoYvXyPO4focz8wYoa3SOQHRLQ4xtgCGbu7zJiGI+Kq9Hc/eWoIAwEIBj3S34uf72tFiOX4Tf5vNBp/Pt6dAleICTKfTWFxcRCqVwubmJuLx+J5YCiKYHAxxXFeHLMu6Fg2NQDOiOcxW/E4ZU5IInupR5uTltmUqlVKLtRIIzYb0BATTU65zOJvNIhQKYXV1FSdOnMADDzygS1eJGcXhcmMllJiCYDAInucxPj6O/v5+3Qy4zZQ5DJQ3GeQ4DqFQCCsrKxgYGNDFy5XjFishyzLW1tYQCARA0zTOnTuHrq6upkzoiXO4PscjNI+tLI9vhzexni7AbqGQKTSnbxFkGX+2kcLvL20iYd+OW3h9qwsfGfThpKP5q5z0BMMwaG1tLXo5duPGDXWJ+EFLx3fHUhBIIb9qkSSJCHJVoifHq1GL3ylzFL20o5GptC2TySS8Xi/5DAi6gDyVCIamls5hjuMQDoexvLyM3t7ehi65rgQzisPlOIc3NzcRCASQyWQwNjaGwcFB3T1YGYZBoVBo9mlUjdKupbg0CoUCIpEIotEouru7cfXqVbjd7kac5pEYPVaiHHF4c3MTfr8fuVwOp06davpLEyM7h2t5zxBx2DzMrKaxns5juM0OMZNFB3P72ZUtiHDZ6v88+k4qi08uxBHgtp8z/WIB/2liCPe36qPPNQKKE7C3t1fdpiwdV0SdVCqF5eVlcBwHm81WJBY3S9RpNsT5Wh2iKJIXDVVS71iJajFC8TtRFEFRFPku1wClGF25zwJSjI6gJ4g4TDA9RzmH8/k8IpEIFhYW0N3djfvuu68oX0qvmFEcLsVpm0qlEAgEsLW1hZMnT+LSpUu6dV+YJVZCKw4ftBROFEXMz88jEomgtbUV9957r+4GO8chVoJlWfj9fmxubmJ0dBQjIyO6mDwZte1rLWoTcbh0mtlWsixDTqUgxuMQ43FIm5vbf8e3/+biW3hN9IFi09hMxkBJMhYHTwMnrgIANjMFdHrqJ/zM5Qr41GIc30hs5wq3MTR+vqcFJ2ZextWWibr9XjOy3z2mXTre2dmpbhcEoShrdH5+HizLFmWTKsKO2+3WRd9bL4hzuDpI5nB1KPmuRmxDPRW/qyQjl7A/ijhcLslkEi0tLaQ/JegC0hsQTM9BImqhUMDs7Cyi0Sh8Ph8uX75ctBxI75hRHD7smrQZ0ENDQ5iamtK968Is4rBSdGa/a9ldBPDChQtFOWx6wsyxErlcDqFQCMvLyxgYGMCDDz6oq++HUUXRw867UCggFouV5Rw0ajuYAVmWIWcyu8TeOETtv+Ob6jYc8nwt0AykgYsAKFCSDAkUUpmc+v/pOk3y0oKI/7ayhS+tJ8HL27nC7+lqxYf62+EQeHy3Lr/V3JQTl2SxWNDW1lZUOEgRdbTFqViWhSiKcLlcRS5Ar9erm6zRaiGZw9VBxOHqUJ6jZnkB06zid4IgmKYNm02lQnsqlSLF6Ai6gYjDBENTaqxELnd70sbzPObm5jA3N4f29nbcfffdhuyUlQgGMw0wLRYLZFkuuiZt3Ed/fz+uXbsGh8PR5DMtjUoL7OmR3ZEMSp5tMBiELMuYnJxET0+PrieLZoiV2C0sCoKA2dlZzM3NoaurS1cxHlqM6hzeT8yVJAnz8/MIh8Pq80WZ2Hm93iLn4O6+mYjDtUfK5SDF4hA3FYF3W9yVtH/vuH7lfL6sY1MtLWB8PjAdHaB9PjC+DtAdPjA+HybpdtzkHYhINJ58NQGZvj3B7nDXVgAUZRl/EUvjd5fi2BS2v0cPtrjw0UEfxpzbL4FywvYKKT33wXqkWpHzIFEnl8upos7urNHdsRQOh8Nwn5uZxp7NgLRfdShjazMLm40ofqen3Gajw/N8Vc5hAkEPEHGYYHqUWAlBEBCNRjE7OwuPx4O77roLHR0dzT69ilEeQEZdVrUfygBFcQ+Hw2EsLCygp6dHt6LXYZjFOQwUX0s8HkcgEEAul8PY2BgGBgYMcQ8aVaBU0J6/JElYWFhAOByG2+3W/UsuMxSkk2UZq6urCAQCsFgsmJ6ehtfrhSzL6nLQdDpdNFHTTtKUfYk4fDRyoQAqHge9tAwuvglpc0f01fxbim9C3NyEnMmUdWzK7d4ReTvA+Hw7Yq/2375tIbijHdQh7vupnDX7yscAACAASURBVIB0ZAszt9Yh0wwYChB3Ptqvz8Twzrv6q2kClR+kOPzWQgwzO7nCow4rfmXQhwdJrnBNqIcDVps12tXVpW5XskYVUWdjYwPZbBYMwxSJOQe9XNITxDlcHUQcrg5lPHoc27CWxe+IOFw7iHOYYAaIOEwwNKUMTBmGAcuyeO655+B0OjE9PQ2fz2f4Qa3yMOd53jTLFJVrCofDWFxcREdHh+HiPrSYTRxOp9MIhUJIJBI4efIkhoeHDZVVZgZxWBRFVaCkKApnz55FV1eX7vszIxekk2UZW1tbmJmZUQv8nThxQl3ySdO0Kv729fUB2J6ocRynTtRisRhmZ2fB8zwCgQA2NjaKRGOz9OGHIQsCpERiW+SN7Y120EY8yKkUGABeAPFSDm633xZ4i5y+xf+mfT7QNVp54rYz6PHaoNzW3V47VlLbzuRPPhNCb4sdD56qPGInmufxnxfi+IfEtvjdwtD4hf52vKerFVZ67/fdiN8vPdBIkXO/rFFRFItiKXa7AHe7jPXyzCUF6aqDiMPVobSf3sc+jaLS4nc0TUMQBCSTyboXvzM7lUZ0kIJ0BD2hjxEGgVAFBy3TlSQJi4uLCAaDEEUR58+fN4SIUioURZkqtkAURUSjUQDA1tYWLl26VDSBMiKlFNgzAtlsFoVCAbdu3cLw8LAh8p73w+hifaFQQDwex+rqKsbHx3HixAnDTC6N6hyWJAlzc3NgWRYnT57EyMiIKs4cJsZRFAWXywWXy4Wenh51/x/96Edoa2uDxWJBKpXC0tJS0VJzrRBkt9t1/7ySJQlSMqnm9e4Re7X5vokEUIaAKVsskL1e2Ht7d4Tdjr1i7477l3K7G95W4Y0sXl5KwevYvh9cttuTQgnAf/yr1/CF90zh/EB5LzdZUcIfrmzhj9cS4GWAAfCurhb8Qn8HOqxk4m42GIZRv/sKysslxWW8ubmJ+fl5FAoFOByOPYJxM/oKUpCuOog4XB1mWjVZT44qfre8vAye53Hjxo26F78zO5UWpEulUjhx4kQdzohAKB8iDhNMhyRJWF5eRjgcBk3TGBkZwfz8fNGbVLOgRGYYGUXED4fDsNvtsFqtmJiYMLwwDBhfjMzn86qLm2EYTE5OYmhoqNmnVTFGdQ6zLKu6Tb1eL+655x7duMdKxWjO4UKhgHA4jFQqhfb2djzwwANVZ51TFKUuH1ccxkDxUvN0Oo319XVkMhm14IxWNHa5XHWfpMmyDDmdLs7u1Th9iwTfrS2gnD6OpkG3txcJu1rhV3H9Mj4fFhMJJFMpnDt3rn4XWyGiJCO4noHDwiBPrcHS9j1kmT4AIwCAS4Ot+NFCEh/66k186ZHzGO10HXlMSZbxV/E0fndpExv8dptebXHiVwc7ccppvJdxRkGP8Qjal0vasevu4lRra2tFxam0orHT6ayreEacw9VBxOHqIHEIlaPNSec4Dg6HA5OTk3Uvfmd2BEGoaBVYMpnEHXfcUYczIhDKx1izSwLhEJQ8yFAoBEmSMD4+jv7+fmQyGYTD4WafXl2wWCyGdabKsoyVlRWEQiEAUAuaffvb3zakgLcfRhWHBUHA3NwcZmdn0dHRgStXruC1114z/EBciWUwCvl8HqFQCEtLSxgYGMDIyAjy+bzhhGHAOM5hbbG5trY2tLW1ob+/f19huBJBab+VLgctNVeWgabTaUSjUXUp6O4c41KySWVZhpzNFgu7u5y+2n+jzJeOdFtbkbCrFm/b7fRtbQVVaj+STJZ1Do2EFyVkeRFOG4OstAmrJwCWL0ARhz/8+pP49NfDuLGcxge//Aqe+Jnz6GmxH3i8F9Ic/tNCDK9mt3OFR+xWfGTQh9e3lvcyQG8ipxHQozh8EDabDR0dHUX1MrR9BcuyWFxcBMuyALBvLEWtnuPEOVwdRByuDkmSDD8m1QNKTm4jit+ZHUEQ4HQ6y/45kjlM0BPGm2ESCPuwtraGYDAIQRAwNjZWtNzaarVCkiRTDsSMKA7LsoyNjQ0Eg0HwPK+K+MpnY5YoBgBq7IdRJp/aImcul6so2sOoQrcWhmFQKBSafRpHIggCZmdnMTc3h87OTrUY4+zsLDiOa/bpVYTehXlZlrG2tga/3w+GYXD+/Hl0dnbixRdfPDI+ohwOikHaDcMwaG1tLcqhU5aCal094ddeAxIJeAQBHp6HI5eHncuCSbOQt7aKoh3kXK68c/V6D8nu1bh+29tB1eGFhZ77TJuFhtdhQZwtoMtjA7aAHH/7/u5wWfHZd57FI1+6jrk4h5/7yiv44vum0eosnjgv5Xl8ejGOp7e2c4W9DI0P9bXjvd2tsO2TK0yoPUZ5Ph/Efn3F7iKZ2sxz7bJx5QVTJTFRRm+3ZmPGOUkjIbESteGoImq1LH5ndqqJlSDiMEEvEHGYYHhefvllxGIxjI6OYnBwcM+bZKWj5nkedvvBzh0jYjRxeHNzE4FAAJlMBmNjYwd+XnoWkcpBuTa9OxwUF3cwGATDMPsWOdO7uFcKeo+VUCJWQqHQHnEe0P/5HwZN07qNwNna2oLf7wfHcWqxOeXeL1XMLZVSJkgyz++f2bvzNxOPwxvfhCseh5zJ7Pn5w15/UC5XcZxDx644h86dbR0doHTwvNRrFAlNUTjd7ca303kIghWyZIEs3RbYOtxWuO0WfP5d5/DeL15HaCOLx/78VXz+XefgsDLIiBL+aDWB/76aQF6WQQP46a4WfLi/A74Kc4X12lZ6x4wip1Jsyu12F2WeFwoFVdBhWRYrKyvgOA42m23fWIrD2oWIm9VB2q86SKxEbRAEoey5caXF75T+Rfljts+vEnFYlmVSkI6gK4g4TDA8p06dwh133HFgh8wwjFqNlYjDzSGZTCIYDCKRSGBkZASXLl069PMywjWVgjLw0esgVpZlxGIxBAIB1cWtFca0MAxjWGFSQa/iqizLWF9fh9/vB0VRuPPOO9Hd3b3nczBKNMN+1FpkrQXZbFbNct5dbE6hHuLwYcdbfefDECKR8g5qs+0Re+W2VvAuN3JOBzI2G1jGgozVAltLS5Fj0OXxwOFwmE4cawQjHU6IUjuiN2VIohuQbws9Snv2tzrwBw+fxc/+6ct4aSGFX/7rGVx7cBC/t7yJtR2n8WWvA7862IkJl7nGJ0biONz/2mXjnZ2d6nZBEPZE2LAsW5RLqvQZbrdbHcuYUVRvJEQcrg69my6MQi3nJ0cVv2NZFuvr64hEIqYsfleNc9gMdXYI5oCIwwTD4/F4jnQ0Wq1W3brWqkHv4jDLsgiFQlhfX8fQ0BCmpqaOXL6o92sqB2XgLwhCRcs260kikUAgEEA6ncbo6CiGhoYOHSCaJVZCb9eguFaz2SzGx8cxMDBw4IRRr+J2Kejp3JVicwsLC+jv7z+02FyjxWFKyetjmNvxDR2agm0d21m+6r87faDc7pImU4IgqK7BdDqNjY0NZLNZMAxT5BhUis00e4LW7N9/FBRFYbzLjalhEX+7cQM8PQ4hed+e/c70ePD4O+7Ev316Bl9ro/H0/AYAYNBuwUcGfPjxttI+v1LPiVAex13ktFgsar66wu4Im/X1dYTDYYiiqAo6giBAFEXwPH+sc0YrQZZlIg5XCYmVqA31Nq9oXzIpKKsYzFb8rlJxmDiHCXqCiMOEY4GZBEcter0ujuMQCoWwsrKCEydO4Nq1aweKL7sxU6wERVG6EyRZlkUwGEQsFsPw8DAuXLhQ0sROb9dRCXoSKDOZDAKBAGKx2IGu1d3o6fzLRQ/OYUmSEI1GEQ6H0dLSgitXrsDr9R76M7V2ax/VDr7f+TQopxN0SwuoGk+GLBbLvoXvtMVmtMWsdi8z17oGG0Wz75lSsDAAZcnCZpWQ39mWFyS4bNtttVIQ8GUxj+zdXdv/U5DwgGzBH1wcgp3kCjcdI9xjjeYgQSefz6t9xdraGnK5HJ5//nnY7faiJeNer5esSDgE5Z4jztfK0euKPKNxVOZwPTBr8btK2pLjOBQKBeIcJugGIg4TDE8pg0+LxWJK57DVakVmn8zJZpHP5xGJRLCwsICenh61kFY5mClWAtCP2J3L5RAKhbC8vIwTJ04c6pbcD5qmDVHM7TD0IHDn83mEQiEsLS2pL05KjbsxsjjczHPfXWxuamoKXV1dJf0sTdMNdQ5b+vpq9rtKYb9iM5IkgeM4pNNppNNprK2tFbkGFXexMklr9MRSj8iSFU65F+md//7HmQ2c6vXgOZnHF9aSyEkyKAAXweDm8yt4oSDhKbsD77hYu8+biJyVcdydw6VCURQcDgccDofaf+ZyOYyPjxfFUsRiMWQyGTAMs0fMcbvdhnAA1hvlWUjaonJIrERtEARBN+1o5OJ3kiRVJA4nk0kAIM5hgm4gI3rCscBqtZpKcFTQi5DK8zzm5uYwNzeHjo6Okhx5B2GxWMBxXI3PsHk0W5DkeR6RSATRaBRdXV0VCfYAyRyuFkEQMDc3h9nZWXR2duK+++4rcmWVgpHF4WY5hxOJBGZmZsBxnBrbUc7EodGxEnqApmm1mFVvby+A2xM0RQDa3NxENBpFPp+H0+ksiqRQcgOrxSiCnSwDQnYEjNCjbnspxeHT8zEk222QPVZc8jjwscFO3Om247MZ4PPfjuK3ngmiw23FvzjTecjRCfWGiMOVIUkSKIo6MGf0KAfgcX7BRMTh6iGxErVB7w5soxS/U+Z55f6eVCoFp9NpuppIBONyvJ7GBFNynJ3DzY6VEEUR0WgUkUgEHo8Hly5dqnppjF4E71rRLHFY+9l4vV7cc889Vb2ZbrbIXQuaIa5KkoTFxUWEw2E4nc6qviNGFocbfe7aYnMjIyM4efJkRQJEPcRcvYvD+6GdoGld14VCQXUYsyyLlZUVcBwHm822J8e4kmXmRmirTB6QCj60teaxurK97a/SWUCW4eNEfOzsCbzZ51Gv/eevDSPGFvCX11fxy/9rBn/07nO4OFgb1xAROcuHiMOVIcvyofn4yvdeu7/WAah9weRwOIr6C4/HA7vdbtrPRXkWmvX6GoEkScfupUI9aEasRC3QW/E7QRDUKMFySCQSaGlpIX0BQTcYrzcgECrArM7hZl2XVvCy2+2YmppCZ2dnTR5uzRa8a02jRVVJkrC8vIxQKASr1Yrp6Wn4fL6qPxsziMONvAZZlrG+vo5AIABZljE5OYmenp6qPgcji8O1zu49CJ7nEQ6HEY1G0dfXV3Z8ym6OLCBXpnhsBOdwOdhsNvh8vqLcQEEQVIdxOp1GPB4vWmauFYGMUmjmMPI8BUqywmq5fX9bUcBF5gXcmQuifyWNaGYMLvcE3K4JOByj+NibTiGe4fGtYBwf+uqr+JP3TeNUd/krOgi1gUzMy6dcUf0gB6BSmErpM9bX15HJZIoKUyl9hhn6CwBqMTpy31WOKIq6K/RsNGRZ1r1zuByaWfxOieco9zudSqVIpARBVxBxmHAsIM7h2iDLMlZWVhAKhUBRVE0Er93oJaO3VjTKCa0VIyVJwunTp9HX11ezz8YM4nCjxNVEIgG/349MJqNGGdRiQlvr/NtGUu9z311s7vLly0W5dZXS6IJ0ZsBisaCtrQ1tbW3qNu0y83Q6jaWlJbXwnbIEVPmjFL4zSlv9+PA1iJkJeGwMXrk1CwB4hH4a4DfgtLDIc/+MtdwP1f0pygqncwyP3XUGQw4vvrvQice+WsAfv+8y+lorf5FhhLbSI8Q5XBm1yny12Wzo6OhAR0eHuu2wQpnaWAqlvzCa81ERhwmVYyZRs1lIkgRZlk3djo0qficIQkX9UDKZJM5hgq4w1tOUQNiHUjpUq9WKXC7XgLNpLI0Sh2VZxsbGBoLBIHiex/j4OPr7++syuCWxEuWzubmJQCCAbDaLsbExDA4O1vyzMbJrVaHe15DJZBAIBBCLxTAyMoK77rqrppNWI38G9XIOK8XmAoEAaJqu6SoGgIjDteKgZebZbFadnClLQAVBgMvlAsMw4HkeW1tbuqxMrtDtcWKsswWBNRYff/MpOCw0csI42DyPu/oz6HOFkcnOIJudQTbrhyiyO/+ewYN9wIN9gCRTuH6jG4meKbR674DbdQYu1wSs1o6jT4BQFcfx+1gLDouVqJaDClNpl4zHYjHMzs7uWTKujaXQK0Qcrh5SkK56Ks3JNQO1Ln5XjThMnMMEPUHEYcKxgDiHK0crPI6OjmJwcLCuAwmzOYfreT3pdBqBQACbm5s4efIkRkZG6uagMYNzuF7XkM/nEQ6Hsbi4iBMnTlQdZXAQRhaH6+EcVorNZbNZnDp1CidOnKj5hPs4FqRrFErhGG2BTFmWkc/nkU6nsby8DI7jcOvWrX1zSWudGVgpFEXh4mArLDSFha0ckhwPj92Ce0c6cKZnCDR1BzrxU5rrW1LF4UzWDzYzAwgb8DnWkE5+Henk19VjW63dcLsm4HJPwOWagNt1BjZbf9Ov2UwQ53BlKAXpGoW2v+jpuV38MZ/P77tk3Gaz7RtLoYfPmojD1UMK0lWPKIqgKIq04w7VFL9T5hblOtqJOEzQG0QcJhieUp3DZnKjKlgsFkiSVJeBZjKZRDAYRCKRwMjISF2FRy3EOXw0HMchGAxidXUVg4ODOHfuXN2z18wgDisCZa3EAEEQMD8/j0gkAp/Ph/vuu68o66zWGFkcrqUDd3exuUuXLtWtb6q1qK0HYULPUBQFh8MBh8MBQRAgiiIuXrxYlBmYTqextramZgZqIyl2u3kahcvG4PLJdtzZJyAvSPDYGTiseyeI29c3AIdjAB0db1C3B1YX8Kmn/x6d9nlc6l/HGd8K8vkoeH4dieQ6Esnn1H0ZpgUu15lt0dg1AZf7DJyOEfX4hPIg4nBl6KXd9lsyLghCUYxNNBrdI+YoorESY9NIiDhcPSRWonoqzck9bpRS/G5rawscx+HZZ58tq/hdOp0uiuAiEJoNEYcJpuAoN5aZncPA9gO+VuIgy7IIBoPY2NjA8PAwpqamGlr0gRSkO5hCoYBwOIyFhQX09vbi/vvvh8vlqsmxj8Is4jBQ/XJESZKwtLSEUCgEh8OBu+66qygvsV7UWtxuJLUQWWtdbK4U6uEcNqrA30z2yyXdLQDNz8+DZVm1KI1WNG5UISuvwwLv0bvt4XTvIH7hx9+BR//nK/janIS3Tffg13/iBDguqImkmAHHhSGKKaTTLyCdfkH9eYqyw24fhcXajvX1tW3R2HUKNF3f74dZMFp/qgf0LHBaLBa0trYWOfK0Yo5S+C4cDkMQhKIcY0XQqee4V89tZxRIrET1EIG9cnYXv2MYBtlsFuPj4/uuZEgmk3j88ccxOTmJqakpXLx4EdPT00gkEjVzDm9tbeGxxx7DU089BQB46KGH8JnPfOZA8ZnneXzsYx/D008/jUgkgtbWVrzhDW/Apz71KfT396v7ve51r8Ozzz5b9LPvfOc78ZWvfKUm503QF0QcJhwLzOocVqod10Ic5jgOoVAIKysrOHHiBK5du1Z34WU/LBYLZFk2zeCZYRjk8/mqjqE4VGdnZ9HW1lazYlvlQNO04cVhZRBc6YBYyd72+/2QZbkuBRkPo1bidjOoxvVcr2JzpUBiJfTLQQLQfkVmZFneU8jK4/Ho6nt0YbAVv/O2SXz4L17F//fyGro8dvzC6y7A672g7iNJPDguvBNJoYjGAUhSFrnca7BYgLn57+7sTcPpGNlxF0+oTmOLpbHPDr1jxJdtesBo7aYVc3p7ewHcjrFRxJxkMrknY1TrMnY4HDW5ZrOMb5sJiZWoHlEUDVfMUa+Iogir1Xpg8bulpSW89a1vxSuvvIInnngCn/jEJ8DzPHp7e9HZ2Ynf+73fw/T0NKanp4t+thze/e53Y3FxEc888wwA4AMf+ADe97734W/+5m/23T+bzeKll17Cr/3ar2F6ehpbW1v48Ic/jIceegg/+tGPivZ99NFH8Zu/+ZvqfzudzorOkaB/SI9AOBaY1TlMUVTVTtt8Po9IJIKFhQX09PTg6tWrRRmQjUaZrNfSDd1MqonJkCQJi4uLCIfDcDgcuHjxYkMcqvvBMIzhHY9acbVcEokE/H4/MplM3Yr+HYWRxeFKRNF6F5srhVKcvuWIJEQcLp1K2uqgwnccx6kO492FrLRisdfrbWrhux877cOvv+kUPvF0EH/0nSi6PDY8fOm2g4emrXC7J+B2T6BrZ5ssS8jnFxCPX8f8/PPw+bLIZGcgCJvgchFwuQjim0+rx7DZ+jSRFNuisdXabSihr5aQ72Nl1LMgXaPQxth0dnaq27UZo0qfkclkilYlaGMpym0HIg5XD3G9Vg9pw9ohCMKBYweGYTA0NIQPf/jD6jZRFBEIBPCRj3wENpsN3/rWt/D4449jfn4eAwMDOH/+vCoWnz9/HmNjY4f2Ga+99hqeeeYZfP/738e9994LAPjCF76AK1euwO/348yZM3t+prW1FV//+teLtn3mM5/BPffcg2g0iqGhIXW7y+VSX6oRzA0Rhwmm4KhJpNVqrVs2b7OpVBzmeR5zc3OYm5tDR0cHrly5UjShbhZad6cZqCSOQZZlrK6uIhgMgqIo3HHHHejubu7knWEYwzu6KYoqe1n/7nzbu+66q2lOi2rE7WZTrnNYK8bXq9hcKRDnsPGhKAoulwsul0stZCXLMgqFgioY765KvjvH2G63N6z//d8u9GGDLeC/PTePT/59CB1uK9442XXg/hRFw+EYRktLB0SxA2fOPABZlsHzG2rROyWWIp9fQqGwgkJhBVuJb6rHsFjaNTnGZ+ByTcDhGAJFmV84MJoDVi80uiBdIzkoYzSTyaiCsTJGkyRp31iKw14yGXkcpReM+JJcbyiZw4TqEQShLDctwzCYnJwEx3F45JFH8P73vx/AdjTEjRs38PLLL+P69ev42te+hps3b8JqtWJqagq/+Iu/iLe//e17jve9730Pra2tqjAMAJcvX0Zrayu++93v7isO70cymQRFUXuiKJ588kk88cQT6OnpwZve9CZ8/OMf14VmQKg9RBwmHAsUMYfnedjt9iafTW0pVxwWRRHRaBSRSAQejweXLl0qGgA3G4qiTFWUrlxxOBaLIRAIIJ/PY3x8vGmi2G60or0ezqdSSv08tPnO/f39Dcm3PQplIm5EcbhUUV5PYjxAxGGzQlGUuvxzt2NQiaRQckkzmQysVuueHON6Fr774P1DiLEF/NlLK/jIX8+g3WXF3cOlF62hKAo2Wzdstm60tV1TtwtCCtkdsVgRjTluFoKwhVTq+0ilvq/uS9NOuJyn4HJvu4zdrgk4neOgaeOv6FFQvotmFTnriRmcw+WgXZXQ19cHYLsNcrmc2l9sbW0hGo0in8/D4XDscRkrL5mIOFwdsiwbfiyqB4hzuHYIglDRWDWVShUJse3t7XjwwQfx4IMPqtt4noff78f169cxMjKy73FWV1fR3d29Z3t3dzdWV1dLOpdcLoePfOQjePe7310U3fae97wHJ0+eRG9vL27evImPfvSjePnll/e4jgnmgIjDBFNw1MCeYRjQNA1BEI6tOKyNKLDb7WqukR4nRWYqSmexWEoSI5PJJAKBAJLJJEZHRzE8PKyrQZsyCFdytYzKUQ5WURQxNzeH2dlZtLe347777lMLTjQbiqKqyu5tJkcVpON5HpFIBPPz8w0rNlcKtSiktxsiDpdGM4R0q9W6p/CdKIpFBWai0SgymQwoiqrJEvP9oCgKH/2X44hnePyjP4bH/vxVfPF90zjTc3BfVEpbWSwtaGm5Gy0td6vbJCmHbDa04y72I5OdAccFIUkc2MwNsJkbmvOywOEYhXvHXbwdS3EGDKOPPrJciDhcOWZ2DpcKRVFwOp1wOp3o6rrt7i8UCkWxFOvr68hms2AYBl6vVxU3WZZtWLFMM6GMgfQ0RjYiJHO4dlQiDsuyjGQyeWDBOAD4xCc+gd/4jd849DgvvLBdnHa//rjUlTE8z+Phhx+GJEn43Oc+V/T/Hn30UfXfZ8+exalTp3Dp0iW89NJLuHjx4pHHJhgL0iMQjg1mEhy1HHVdsixjZWUFwWAQNE03vIhWJZQqqBqBo5yqmUwGwWAQ6+vrGB4exvnz53UpvirFD40oTGo5SFyVZRlLS0sIBoNNz3c+DKOKwwfdO5IkYWFhAaFQCF6vtynFFg+j1gJlPcRmQn1hGGbfwnfZbFaNpdi9xFwbSeHxeCqagDM0hU+9dQIf/PIreDGaxM99+SaeeP95nGir7UsTmnbA4zkLj+esuk2WReRy85qid35kMjMQxSQ4LgCOCwDx20Vu7PZBTSzFtmhss3bu9+t0BRGHK+e4OYfLwWaz7fuSSSmWuby8jFwuhxdffHFPscxq+ozjAhGHawNxDteOWjmHd/OhD30IDz/88KHHGBkZwY0bN7C2trbn/21sbKhxWgfB8zx++qd/GrOzs/inf/qnI8fgFy9ehNVqRTAYJOKwCSFPHoIpKGVgb7VaTVmU7iBxWJZlbGxsIBAIQBAEjI+Po7+/3xCDebPFSux3Lfl8HqFQCEtLS+jv78e1a9d04ZQ8jEryk/XG7muQZRmxWAx+vx+iKGJiYgK9vb26FQuMKg4r/Y7iYpBlGevr6/D7/aAoqinF5kqBxEo0D73dC1qUwlQej6doiTnHcUVFrObm5lAoFOByuYpiKTweT0kFV+0WGv/1HXfi/X/6MoLrGfzcl1/BnzwyjQ53faMdKIqB0zkKp3MU8L1Zvb5CYXUnkmJGjacoFFaRzy8gn1/A1tY/qsewWjvV/GLFaWy3D4Ci9DcG0fO9pleIc7g8GIZBS0sLWlpakMvlwPM8zpw5oxbLZFkW8Xhc7TOcTmeRWOz1emGz2Uib43ZNEiPMZ/QMyRyuHZWIw6IoIp1OF7143k1nZ2dR9NVBXLlyBclkEj/84Q9xzz33AAB+8IMfIJlM4r777jvw5xRhOBgM4pvf/CZ8Pt+Rv+vVV18FtV3OvwAAIABJREFUz/Pq2IdgLog4TDg2mNk5vFv0jsfjCAaDyGazGB0dxdDQkKEGUWZ2DguCgNnZWczNzaGzs1NXsQVHYQZxWCuuJpNJ+P1+pNNpjI+PY3BwUPffE6OLw5IkgWVZzMzMIJPJYHx8HAMDA7pt98Pc8kqBw3Ih4nDpGKmttIXvtNl/+XxeFX9SqRSWlpaKCt9pReP9Ct+1OCz4w4fP4r1fvI65TQ4f+uqr+H/fMwWXbe+kvp7C0XZOcx/s9j60t/+Yup3ntzQ5xtuicS43B56PIZmMIZn8jrovw3jgcp7eFo3d2znGDscoaLo5q2WMdH/pDVLIr3IU1/V+xTKB7T5DG2WzurqKbDYLq9Va1Gd4PB64XK5j9zkoecPH7bprjSiKJb2kJBxNJeJwKpUCgJrU/ZmcnMRP/MRP4NFHH8XnP/95AMAHPvABvOUtbykqRjcxMYHf/u3fxtve9jYIgoC3v/3teOmll/C3f/u3EEVRzSfu6OiAzWZDOBzGk08+iTe/+c3o7OzErVu38Eu/9Eu4cOECrl69WvV5E/QHEYcJxwYzO4cVwU6bW3vy5EkMDw8bcmma2ZzDoihCkiREo1GEw2F4PB7cfffdhy4l0iM0TZtCHOY4DtevX8fGxgaGh4dx4cIFXUZ57IdRoz2USdwrr7yitnuzi82VAnEOE6rloMJ3WvFnY2OjKJNUKwC5XC50e+34w3edw8986TpeWU7jl/7qFv7rO+6ElWn+SxWrtR2trZfR2npZ3SaKHLJcYDuSIrNd/I7jghBFFmn2JaTZl9R9KcoKp3N8J5JiJ8vYdRoM46r7uZNYicohRdUq56i2U/oMrYvvoOxzAHsiKTwej6kdoZIkmfr6GgXJHK4NkiRBkqSy2zKZTKqFLmvBk08+icceewxvfOMbAQAPPfQQPvvZzxbt4/f7kUwmAQCLi4t46qmnAADnz58v2u+b3/wmXve618Fms+Eb3/gGHn/8cbAsi8HBQfzkT/4kPv7xj5PvoEkhPQLBFJQysDezc5hlWfzzP/+zKrpMT08b+m2wmT4rhmEgSRKee+45WCwW3S6fLwXlWoxKoVBALpfDzMwM+vv7dVP0rByM6BzmeR7hcFj9byO1e60zgok4XDpG7CNLxWq1or29vcgxpM0kTafTWFxcBMuyAG6LP594fS9++e+X8O3wFj7xdwH81k+dUdtJT/cVwzjh9UzD65lWt0kSj1xuTuMw3nYZiyKLbPY1ZLOvaY5AweEYLoqkcLkmYLVW77DSQsThyiHO4cqpRJQ7KPtcG0uxvr6OSCQCnufhcrn2uIyNPC/QojiHCdVBYiVqg2KaqcQ53NLSUrN7uaOjA0888cSh+2jHCSMjI0eOGwYHB/Hss8/W5PwIxoCIw4RjgxmdwxzHYX19HclkEoODg4bIrS0FM8RKKJnPfr8fADA2NoaBgQFDT6aMGishiiLm5+cRiURAURRGR0dx6tSpZp9WRRipoJm22JwSnTI5OQm73d7kMysd4hxuLseprbSZpApK4TvFMdguJfBvzsj4/KsynnplHVQujQ9e6YXX69X9SyOatsLlOgWX6xQ68VMAtj/ffH5pRyi+HUvB8xvI5eaQy81hc/MZ9RhWa/e2w9g9oQrHNlt/xc9VIg5XDilIVzm1cl3TNA232w23261u2/5O3Y6l0EbZ2Gy2PYKx0+k03P1PnMO1gRSkqw2CIICiqLK/08lkUlcFmAkEgIjDBJNw3JzD+XwekUgECwsL6mTyzjvvbPZp1Qyjx0psbW0hEAiAZVmMjo7C7/eju7vbcAPw3RgtVkKWZSwtLSEUCsFms+HChQuYn583TITEfhjBOby72Ny5c+fQ2dmJf/iHf9D9ue+GiMOEZqItfNfb2wsAuHBBRtfAIn7z72fx10EOXusKrnbNo1AogKIo3Lx5syjHWM9uQYqi4HAMwOEYQEfHG9TtPB/fFoozt0XjfH4BPL+ORHIdieRz6r4M0wKX68xOLMUEXO4zcDpGQFGlT3GM/mxuBqQgXeXUM5Jj+zvlgMPhKIqyEQShKJZibm4OmUxG7WO0orHb7da18E9EzdpA2rE2KA7scvvDZDKJ1tZW0o8SdAURhwnHBqvVilwu1+zTqAqe5zE7O4v5+Xn4fD5cuXIF2Wy2aMm2GbBYLOA4rtmnUTYsyyIQCCAej2NkZETNVA0EAoYSVQ/CKM5hWZYRi8Xg9/shiiLOnDmD3t5eUBSFxcVFwwmUWvQuDieTyQOLzRlRGK2HOEwoDdJW+0NRFN5xaRDJgozHvzmHJ27lMPXWCdzdQ+O1116Dx+MBy7JYWVkBx3GqW1Ar/jgcDl23r9XqQ1vrVbS13i54sx0/EVDdxdnsDDguDFFMIZ1+Aen0C+q+FGXfcSlPaLKMT4Gmi1dWGa0/0hPEOVw5zchrtlgsaGtrK6p1IUkSMpkMWJZVC9+FQiGIorhvLIVeXqyTWInaQDKHa0MlxeiA2+IwgaAnSI9AODYY2TmsLIufnZ2F1+vFpUuX1KzCQqFgurgMozmHOY5DKBTCysoKBgYGcO3ataKl80YRVY/CCJnDyWQSfr8f6XQaY2NjGBoaKppE6F1cPQq9nj/HcQgEAlhfXz+w2Jxez/0wal0A0IgCeTMhbXUw//uVQWykC/ifP1rGrzzlx++8ZQROmsbIyIi6j9YtmE6nEYvFkMlkwDBMkbvY4/HA5XLpWnBhGA+83ovwei+q2ySpAI6L7MoxDkCSsshkbiKTuYmN20eA0zmi5he7XROg6SEA5EVEJZDM4crRSzE/pRiWtiCWLMvI5XJqv5FIJLCwsIB8Pg+Hw6GuZFD6jWa8aCKxErWBZA7XhkrF4VQqRcRhgu4g4jDBFJQyMDFi5rAkSVhcXEQ4HIbdbsf09DR8Pl/R9RpZ9D4Io2QOFwoFRCIRRKNRdHd34+rVq0XZbwpGE7sPQs8idzabRTAYxNraGoaHh3HhwoV9XS5Gi8bYjd4EVp7nEYlEMD8/j97eXtx///1wOp377mtEYZTEShD0CkVR+OU3jiGe4fH3r23gV742j/8wBVzV7LOfW1ApfKeIP7sL32lFY7fbrWvxgKZtcLsn4HZPoGtnmyxLyOUXiiIpstkZCMIWOC4MjgsjHv879RgudzuCwb/ZiaTYFo2tVuPHQNUbEitROXoRh/eDoig4nU44nU50dXWp23meVyMpWJbFxsYGstls0Ysm5e96v2gizuHaQGIlagNxDhPMBBGHCabhqEm3kURUWZaxsrKCYDAImqYxOTmJnp6efQfiynWZycWhdzFVW+CstbUV995776EPeD2LquWgR2FVK9D39fXhgQceOFCcBIzhfj4MvYjD2mJzXq/3yO8AoJ9zL4daFwAk4nDpmOV5Vk9oisInHzqDBMfjB3MJfOYGcP+9HAbbD+8Ddxe+k2UZ2WxWFX/W19cRDod1v7x8PyiKhtMxDKdjGD7fvwSwfX08v47MThxFNrMtGhcKy6DpLWwlvomtxDfVY1gs7cU5xq4JOBxDoCgiSAG3Hf1EoKsMPYvDB2G1WtHR0YGOjg512+4XTcvLy2BZFpIkqS+atP1GrSIMiKhZPZIkQZZlEitRA4hzmGAmSI9AODYYwTksyzI2NjYQCAQgCALGx8fR399/6CDSarVClmVTLbPSq5AvSZJa4Mxut+PChQvw+XxH/pxRnNBHoSeRWyvQt7W14cqVK0VLIw+Cpmnd9wOH0WyBVemj/H4/AODcuXPo6uoqScirdURDIzhKzC1XwCTicHmQtjoam4XG77/9DjzyxZcQjOXwwS+/gi89ch6dntIL0VEUBbfbXbTyRZZl5PN5NZJi9/Ly3TnG2iglvUFRFGy2HthsPWhvu6ZuTyaXcePG0xg/ZdfkGM9CELaQSn0fqdT31X1p2gmX67Qmx3gCTucYaFq/Bf/qhdKPkxc4lWFEcXg/DnrRxHGcKhhvbm5ifn67YKbT6dzjMrbZbGXfR2aa7zQLZSxP2rF6qnEODwwM1OGMCITKIeIwwTQY3Tkcj8cRCATAcRxGR0f3ZKUehPJAMlN2lN7EVFmWsba2hmAwCFmWD3Vy74eeRNVqYBim6cKqLMtYXl5GMBiEzWYrWaBX0KP7uRyaKQ4fVmyuFGrtwm0EJFaCYAQ8dgs+/ZYRPPqVGSxs5fDv/+wm/sd7p+C2Vz7MpygKDocDDoejaHl5oVAoyjFeXV1FNpuFzWbbk2PsdDp1LSAyTAtk+TT6em8LxpKUQzYb2skv9iOTnQHHBSFJHFj2ZbDsy+q+FGWB0zEKl3sCLueZnViKM2AYTzMup2EQ53B1mEUc3g+KouByueByudDd3a1uLxQK6soEbb9htVr3jaU4rN8gsRLVo8yHSTtWTzXi8NmzZ+twRgRC5RBxmHBssFqtEEVRd4OyZDKJQCCAZDKJkydPYnh4uKyHDE3ToCgKgiDo2rlTDnqKlVBE+1wuh7GxsbIFMUBf11MNDMMgl8s17ffHYjH4/X7wPI/Tp0+jr6+vbOGBxEqUD8dxCAaDWF1dxcjICC5evFjRsnIzOocrgYjDpaFnUVGP+FxWPDbN4PdfofHaKosP/+UtfO6dZ2Flajvesdlse5aXK4XvFOFnbm4OmUxGLXilFY31VPhuv+8iTTvg8ZyFx3NWs5+AXG5+O78441ezjEUxhSwXQJYLFB3Dbh8sjqVwT8Bm7az79TQK4hyuDr3NQxqBzWaDz+crepkvimJRv3FQ/rnyb8UAI0kSiUOoEiWag3yHq6fS+XcqlSqqB0Ag6AHSsxKODVqHrc3W/GWALMsiGAwiFothaGgI09PTFZ+X1Wo1hfiooAfncCqVQiAQQCKRqEi012IW53CzXLepVAp+vx+pVAqjo6MYHh6ueGLV7FiGamnk+QuCgEgkgrm5OfT29h6Z53wURnUOH9beJFaivpC2Ko8eF4XPvfMsfvaJl/H92QR+9W/8+NS/mgBdZwFgv8J3kiQhk8mobkElj1SWZbjd7j05xs1Y+VRqrQaKssDpHIPTOQb4flL92UJhRVP0zo9sZgYFfg35/ALy+QVsbf2jegyrtRMu15miWAq7fcCQ4ozyvTTiueuB4ygO7wfDMGhtbS3KXZUkCRzHFeWfRyIR8DwPl8sFj8eDbDYLj8eDQqGgi/mcERFFkQjsNaLStkwmk0QcJugO0isQTMNRg1SGYdS80WYOJjiOQygUwsrKCk6cOIEHHngADoejqmPqPTKjXBR3ZzMG0NlsFsFgEGtraxgaGsLU1FTV94tZxOFGu261jtXh4WGcP3++6kJIZhCH630vSZKExcVFhEIhuN3ukorNlYIR257EShCMgiJ03tnvxe+//Q78/J+9iq+9uoEujw3/5xvGGn4+imtYmwWv5JEqkRQbGxuYnZ1VhZ/dOcb1LnxXTSFfiqJgt/fDbu9He/vr1e08v6XmFyuicS43B56PIZmMIZn8jrovw3h2BOPborHDcRI0rd+CfwBxDlcLEYcPhqbpffPPtbEUiUQC8Xgcq6ursNlse1406T3ORg+Qon61o5JYR1mWkU6nSUE6gu4g4jDhWNFMETWfzyMcDmNxcRG9vb24//774XK5anJss4nDzXB5az+fvr6+ql2SWvTghK4FjRK5eZ5HOBxGNBqtiWNVi9GF+noW1NtdbO7s2bMlF5srBSMKo0e5nWVZLuuajNgGzYK0VeXcN9qB33zLafzKU3586QdL6PLY8P7Lg80+raI80p6eHgC3C98pS8t3F77TRlJUWsDqIKoRhw/Cam1Ha+tltLZeVreJIrcdP5GdQTYzg0zWD44LQhRZpNMvIp1+Ud2XomxwOsfh1ojGLtcZMExtnoG1QGk3IsBVBhGHy2P7RYwddrsdnZ2dSCaT6OzsRE9PT1Esxfz8PFiWBU3Te2Ip3G43EUM1mKlOTbMRBKGiF5nEOUzQI0QcJpiGUgapVqu14QW1eJ7H7Ows5ufn4fP5cOXKlSInTS0wmzisDFgaIeIJgoC5uTnMzs6io6OjLp+P0QVJhXpfhyiKiEajiEQiaGlpweXLl4uqYNcCI7pXtdTr/JPJJPx+P9LpNMbHxzE4OFjzyasR2544hwlG5afO9SCeKeC/fGMW/+Ubs/C5bfipcz3NPq09aAvfdXbezuXleb6ogNXa2ppawGp3jnGlTsF6iMP7wTBOeD3T8Hqm1W2SxCOXm91xF+/EUmT9EEUW2ewtZLO3NEeg4HAM77iLFcF4AlZre93PfT9kWSbiZoUoLxSJMFc5iuv1oDibbDar9h2rq6tgWRaiKKqxFI1cnaBXiHO4dlTqHCaZwwQ9QsRhwrGikSKqKIqYn5/H7OwsvF4vLl26hPb2+gzkzSYOUxRV9yJukiRhYWEB4XAYLperrp8PwzAoFAp1OXYjqVekgSzLWFlZQSAQgNVqxfT0dJFIUEuMKFBqqfX5747uuHDhQt0mS0YtSAfUTkQiTjtCPdl9f73/8iA22AK+9IMl/PrfBtDusuL+sY4DflpfWK3WPYXvlAJWSixFNBotcgpqRR+3261rAZOmrXC5TsPlOg3gIQCALEvI55c0kRTbojHPx5DLzSGXm8Pm5jPqMWzWHrjcE0XF72y28gu1loskSaQvqxDlGajne1PviKJ4YPtpXcMKsiwjl8upLuNEIoHFxUXkcjnY7fY9sRQOh8P09zfJHK4dgiCU3ZYcx6FQKBBxmKA7SK9AOFY0wjms5HWGw2HY7XZMT0/D5/PVdaBhNnEYqF8UgyJEBoNBMAxT86Xz+2Em53Ctxb1YLIZAIIBCoYDTp0+jr6++E1ujfxa1EliVYnPz8/Po7u6uaXTHQRi1IB1QW3HYaG3QLEhb1YZf+hejiGd4/N3NdfziX97CH793Gmf7a7s6plEcVMBKcQqm02n1+S5Jklr4TptlrHV46c0BS1E0HI5BOByD6Oj4cXV7gY+pBe8U4TifX0CBX0MhsYZE4ll1X4ZpUYVil/vMTo7xCCiqdi5BvbWbkSDicPVIklSWU5OiKDidTjidTnR1danbeZ5XXzaxLItYLIZMJgOGYfaNpTDTZ0ZiJWpHJeJwKpUCAJI5TNAdRBwmmIZSJu71FFG1oiNN05icnERPT09D3j6bURyutXNYlmVViOR5HuPj4zhx4kSDlpTW1wXdKGoprKZSKfj9fiSTSYyNjWFoaKghA9Xj7hzeXWzunnvuadjg1MjO4VplRBLBk1AvDrqvaIrC//2W09jK8vhuZAv//s9u4kuPTGPEV5uaB81G6xTs6+sDcLvwnSL8xGKxosJ3iuhTbmZ4s7BZO2Fr7URb61V123b8ROC2wzgzAy4XgSimkEr/EKn0D9V9adoBp/PUjmisZBmfAk1XVgy5UXEcZoQU86uew5zD5WC1WtHe3l60alAUxaJYiuXlZbAsW/SySSscG9V9S2IlaoNSPL3c+yCZTMLpdMJut9fpzAiEyjBmj0YgVEg9nMOyLGN9fR3BYBCCIDRUdFSwWCwNz1KuN7UUvBOJBAKBANLpNEZHRxsmRCoY3a2qUIvr0MYYDA0NYXp6umFFB4HjKw5ri83Jsow777wT3d3dDe2njOgcViagB513ue1HxOHSIeJJ7bAyNH73X0/i3zxxA7dWWfzcl1/Bn/7MeXR5zTkx1Ra+6+7uBrD9HS4UCqrDOJVKIZlMolAo4Dvf+c6eHGO73a7re5BhPPB6L8Lrvahuk6QCOC68K5YiAEnikMm8gkzmFe0R4HSOqPnFinBssRyd809iJSpHaTszuVAbTT2FTYZh1D5AYffLps3NTUSjUbVo5u5YCr33HQARh2uFMk+tRBxubW3V/X1COH4QcZhgGprhHI7H4wgEAuA4DmNjY3Up4lQKFosFHMc1/PfWk1rESrAsi2AwiFgsVvc81cOoV0RGo6kmc5jneTXGoLe3F/fffz9crsY714wu1FciDqdSKczMzNS12FwpGNk5XCtBl4jD5UHaqjwOGwe57RZ87uGzeORPriO6lcO/+8pN/I/3TcPrOB5TAYqiYLfbYbfb1Uz7jY0NRCIRnD59WhWNNzY2kMlkYLVa9+QYu1wuXU/madoGt3sSbvcklMXzsiwil1tQ84sV0VgQtsBxYXBcGPH436nHsNn6t4Vi94RaAM9qLX6RWKuVFMcR0nbVU26sRLXs97IJAAqFQlEshbZoprbv8Hg8cLlcuvrcRVGEw1HZygHCbQRBqOhlTzKZrHnBbQKhFhyPESGBsIPVakUul6v6OMlkEoFAAMlkEidPnsTw8HBTlxaRWIlicrkcQqEQlpeXceLECTzwwANNHQQZXZBUYBgGsiyXNbmRJAnz8/OIRCJoaWnB5cuXmzogMoNzuFTBrJHF5krBiM7ho8Rh4hwmGAmf24Y/fNc5vO9PrsO/nsH/8Rev4g8fPgebRT+iRaOhaXrfpeWZTEYVjBcWFpDJZEBR1J4cY71nkVLUtkPY6RyBz/cTALb7M55fRybrVyMpMtkZFArL6p+txD+px7BY2jXu4gnkCz2gKNKPVQIRh6tDluWaxUpUi81m27doptJ3sCyLxcVFsCwLAEWxFErf0ay5I8kcrg1KYb9yx4KpVIo4hwm6hIjDhGNFtSKq1onajCXxB2FGcbgSt63iTo1Go+jq6sLVq1fhdrvrdIalYyZxGChtcqPN4LZYLJiamkJnZ2fTB0KKQGnUCVop4vbuYnPNcmnvxojC/GHisJJjnkgk0NraCo/HU5L4TsTh0mh2X2E0Sr2vBtud+IOHz+Fn//RlvDCfxEefmsGn3zoJhj5+7X1Qdi7DMGhpaSl6kaktfMeyLFZXVxEKhSCKItxud1Ekhcfj0XUWKUVRsNl6YLP1oL3tmrpdEFJF7uJsdgYcNwtB2EIq9T2kUt+7fQzajluvTRSJxk7nGGi6+WNiPWPUsYdeUMYQehU29+s7ZFlGNps9NANd2380Yl5JYiVqA8/zFfX1yriRQNAb+h25EAhlUmqsRCXZvNlsFqFQCKurqxgYGGi6E3U3ZhSHy3EOi6KIaDSKSCQCr9fb0CJbpWA2cVh5U34Q8Xgcfr8fhUIBp06dQn9/v26EnnIEbj1ymMDazGJzpWDkWInd551OpzEzM4NUKoWWlhYsLS0V5Q9q/2gnetoMY718J/QMEdLrw2SvB7//9jvw775yE//wWgw+dxgffePYsbsny7m/tIXvtD+fy+VUh/Hm5ibm5+dRKBTgdDr35BjrwUxwGBZLC1pa7kZLy93qNknKIZsN7hKNA5DlPFj2ZbDsy+q+FGWB0zGqiaSYgMt1Ggzj2e/XHUuMOvbQC3oXh/dDWXHgdrvR09MD4HYGujaWYmVlBRzHwWaz7Ym0cTqdNe2fiThcG46aDx2E4hwmEPQGEYcJpuKoJbtWq7UsETWfzyMcDmNxcbGpOalHYUZxuJRrkiQJy8vLCIVCsFqtmJ6ehs/n090Et5qIDD2htOtBQnc6nYbf70cikcDo6CiGh4d1N/hUJmVGEykV9hOH9VBsrhSMGCsBFD9X8vk8QqEQlpaWMDQ0hKmpKciyDJqmiyZ66XRanejZ7XZVHFJeKjY6M5FA2M3lk+345ENn8H/9rxl8+UfL6PbY8G+vDjX7tBpKtS9pKIqC0+mE0+nck0Wq9APavsBmsxW9OPJ4PHA4HLrrq7XQtAMezzl4POfUbSsrS1haehEjIwyyO9EUmewMRDGFLBdAlgsAeErd324fVN3FLve2aGy1+ppwNc2HiMPVoYw/jd6G2gx0n+/2d0EQBLAsq44lotHonkgbbSxFpeOISkVNQjGVxnMQcZigV0ivQDhWlOoc5nkes7OzmJ+fh8/nw5UrV4oq1+oNs4rDBxXZk2UZ6+vrCAQCkCQJp0+fRl9fn24nWJVk9eoRiqLAMMwecTKXyyEYDGJlZQWDg4OYmprSrUPKbOJwKpWC3+9HKpVqarG5UjCicxi4XYgxEokgEonA5/OpkTWSJKFQKADYP39QEIQikWhtbQ0A8N3vfnePw1jvIlGjIW1RPuW22Zvu7EY8w+M/fz2Mx781B5/HhrdN99bp7PRHvRz8NpsNPp9vj+ijOASVwnfZbBYMwxS5i41Q+E6WKTDMIDo7LwD4yZ1tMgqFFVUozmb9yGZmUODXkM8vIJ9fwObW19VjWK1dcLnO3BaNXROw20/o+rprgdHHgc1GyRs2631isVjQ1taGtrY2dZsSaaP0Hevr6wiHwxBFUY2l0IrGpcRbkczh2iAIQsWxEtrPmEDQC0QcJpiKap3DoigWFc+6++67DdF5K+KwmZYqH+S23dzcRCAQQDabxdjYmK7FMAVl4KCXIhrVoI3I0GY86ynb9jCUqsJGjflQxOFcLodAIKAWmzt//nxTi82VghHbXZZlyLKMF198EXa7HRcuXCgSfI7CYrEUFbvieR7PP/887rzzTjW/dG5uDplMBgzDFDkKjSAS1RsjOs2NxnvvOYENtoA//t4CfuPvAuhwWfHgqePh6mzkmGl3XwAcXrxqt+BTjUuw1uzXbttOyH7Y7f1ob3+9up3nNzXu4u2/c7l58PwGkskNJJPfVvdlGA9crjM7f7Ydxg7HSdC0vp9t5UDE4eo4jqtutJE2vb3bL+9kWUY+n1f7jmQyicXFReRyOdjt9j39x+6XzyRWojZUKg6nUikMDw/X4YwIhOog4jDhWKEUOds9OFOyOsPhMBwOB86fP6/LeIKDsFgsqjPVLA/73QXp0uk0AoEANjc3cfLkSYyMjBhmSZQ2q1fvAt5RMAwDnucxNzeHcDisy4znozBiYTQFSZIgCAKef/55wwjyCkZzDieTSczMzECSJAwMDGB8fLzqZ4Ly816vt8hhLElSUfagIhJRFLWvq5CIC4TdVCOkf/jHRhDLFPDUjTX8x796DV94zxTOD7Qc+XNGp9kv1A8rXqWsNtjtEtz9AqkZ4yAlSqcUrNYOtLZeQWvrFXWbKGaRzQZ28ouAiG/tAAAgAElEQVS3s4w5LgRRZJFOv4h0+kV1X4qywekch9t1Rs0ydjlPg2GcNb+uRkDE4eowg8miFlAUBYfDAYfDga6uLnU7z/NFsRSxWAyZTAY0Tav9hsfjgSAIpB1rQDXisBHMZ4TjhzGUFQKhRijCnCAIsNlskGVZzaylaRqTk5Po6ekxjCisoDyYeJ43jTisOIc5jkMwGMTq6ioGBwdx9uxZ2O32Zp9eWRjdraqgvIC4ceMGbDYbpqam0NnZabjvy37RGHpHkiQsLS0hEAhAlmXDrGrQYpTMYcWVvba2hpGREbAsW7MM54OOQdP0HpFIWUqqiETLy8tgWRayLO9xBXk8HtNN9IzWrxgZiqLwiTefwlaGx/PhTXzoqzfxpUfOY7TTGC+eqkFv95m2eJXWJZjL5VTBZ3NzE9FodN8imB6Pp+5jJEmSqmo3hnHB6z0Pr/e85pg8crlZTdE7P7JZP0SRRTZ7C9nsLSCm7E3D4RgujqVwT8Bq0f8zkYjD1UEcr4djtVr3rFCQJKlohcLKygpkWcYLL7wAt9tdNI7weDyGN7E0EkEQKupvSeYwQa8QcZhgKo4arCo5VYVCAVtbWwgGgxAEAadOnUJ/f7/uJgmlQtM0aJo2Xe5wJpPB888/r+tigKWijWMwIvF4HH6/H4VCAYODg5icnDT098Uon4Usy4jFYvD7/Wq+9quvvmrIQaXeHduCIGB2dhZzc3OqK9vpdGJxcbFm5618Z0oRybVLSfv6+tSfUwRjlmWLXIVKsRqtSGT0SbQRXiboiWr6ZCtD4//515N49MkbuLGcxge//Aqe+Jnz6Gkx1svYcjDK/aUtfKd1CSqF7xTReHfhO+2qg1pmmpfjHC4VmrbC5ToNl+s0gId2fo+EfH5Jk2O8LRrzfAy53CxyuVlsbj6jHsNm693JLz6z7TR2TcBm01c9CiIOV4eZVkg2CsU1rNTOUeKtLl26BI7jwLLsvi+clPGH1+uF3W7X1fdILwiCALfbXfbPJZNJQ47jCeaHiMOEY4VSUOv69esoFAqGyawthd0xDEZFEAQ191mWZVy+fLnITWdUDspQ1jtKnMfW1hZGR0dB0zTa2toMPUjUu0ipoC02NzY2hqGhIQiCgFdffdWQE6SjMuGbhbKCJBAIwOl07nFlH3Xeoiiqy9OPepaUIw4f9POKq1B7/rlcTnUYx2IxzM7Oguf5IleQ8scocTyExuOyMfjsO8/ikS9dx1ycw8995RV88X3TaHWa00nW7FiJajmo8J02okabab57xUGlETXVOodLhaJoOByDcDgG0dHx4+r2Ah9DNjNTVPwun19AobCKQmEVicS31H0ZplUVil3uMzs5xiOgqOY8P0ksQnWQ9qseZa6o9APd3d3q/ysUCkWxFOvr68hkMrBYLHtWK5GIq8piJWRZRiqVKnJ3Ewh6gcwQCKbisMFqIpFQncKtra2YnJw01STZYrGA5/lmn0bF7M59PnPmDILBoCmEYcB4zuFcLodQKITl5WUMDg7i3LlzsNls2NzcNNR17IfeYyVyuRyCwSBWVlYwNDRUVGxOGYgbURzWoyi/ubmJmZkZFAoFTExMoLe3d89zZL84DKVQnXI92u8ERVFFf7STp2rF4f3QugqVSZ4sy6qrMJ1OI5FIYGFhAfl8Hk6nc4/D2Gaz1ex8aoWRRbtmUKt7qt1lxeffdQ7v/eJ1hDayeOzPX8Xn33UODqux+ptSMLo4vB8WiwVtbW1FL7i0y8p3R9RoVxwoTsGjni3NbjebtRO2tvvR1na/uk0Q0shyAY1o7EcuF4EoJpFK/xCp9A/VfWnaAafz1E4kxY5w7DoF+v9n782j28gPO89vHbgKB2+Kl0SKpCR2S6LEVltqSa12fMRH4nHWTtxO3LbHSY97kt3Em3nundnJTCb2m3E8z/uy3l37ecdOPE7s9pXZZNZxnHVv4o3HZ7c7HavV3RZx8QBvEjwAFKqAQh37B/grFkCQBEAcVWB93uOTBAFgVQH4oer7+/6+X7r+Lvl6uK5PEnasxPEhx7DUZ9jpdKKzs7OgE+Gw4sxSsRStdG19FNVmDtvOYRuzcnI+vTYnFp7nEQ6HEY/HcebMGeRyOfT09LTclxfLspZ0pmqahtXVVYTDYVAUhQcffBC9vb0QBAHT09PN3ryaYRVndy6Xw+zsLObn59HT07MvzsNKkQwHYdZ9MMYalDr2QKE4bDXM5BwWBAHBYBDxeByjo6MYGRk58ILTuN1GUZi450h+PbmtWDgmz2H8qfdxoCgKLpcLLpcL3d3d+u1GwTiZTGJpaUlvNzcKxmQZabMxy/vlpDHQ5sb/+auX8IEvvYR/XEjif/7GNP7onQ+CoVtLSG22yNkoipeVA3sRNUaH4MzMTMkVB8U5pGaMRmBZPwL+awj4r+m3qaoEUYwWxVKEoKoi0umXkU6/bHgGBh7PWXDcxJ7TmLsAlq2tQcGMx85KWHFi3GxUKrAfVpxJXMbxeBxzc3OQJEmfgDaKxmY4n6gHiqJUrCcoigKe5y3XG2JzMmgtdczmxGM8yRcEAZFIBKurqxgaGsKdO3fgdrvxwgsvWNphexBWFIfj8ThCoRCy2SzGx8cxODionzQTd2ernEib3TmsqioWFhYQiUTg9/tx/fr1krPaZnfdloPZHKykbC4cDoPjuEPL5sgYZ6btLxczHPdcLodoNIpYLIaBgQE89thjR160UBSli75kTAL2MuwJxost4/2Nj9vc3ISmacjlcmBZ9kCHcb0otQydtJsT0XhtbQ2CIOi5pUaBqJa5pTa1p5avzYVTPvwf77qIf/7Vl/Gd4Cb+8NkI/u1bxlvq9T8p4nApjBE1p06dApA/HtlsVncIGlccGHNIBUGAw+Ew/fGjaSe83gfg9T4AktSsaQoymYVdoXgvlkKWtyGKEYhiBJubf60/h8s1uCsU72UZOxzVF5S2yjlts7BjJY6PLMvHFthLjR8AkM1mC2JtVldX9fMJY4YxiaUw8/hRDtU4h5PJJADY4rCNKbHFYZuWI5vNIhqNYnFxsWSRmcPhsJyIWg5WEocTiQRCoRASiQRGR0cxPDy870SFfNnKsmzKJc+VYlZx2Ojcpmkak5OT6O7uPvCEzaz7UQlm2YfisrkHH3wQp06dOvRkmQiJzRZZq6GZzmESW0OiairJMqcoCoqiQJZlfUlwOeWnwJ5gnEqlEAwGwfM8zp8/D6/XWyAcG39XowXjUu3msiwXLEOPx+N6bmmxw9jj8dTlAs/qF42twGuG2/Eff2kCT//lffz5P66g2+fEb90ZbvZm2dQJiqLgdrvhdrsLiu9yuZw+FhDRWJZlxOPxgsmjeo4HtYKiGHg8I/B4RtDV9RYA2J2wW88LxYYsY0laQTa7hGx2Cdvb39Gfg2U7dh3Gu6KxdwJu12lQ1NHjtaqqLbdysZHYzuHjU89oDrJiqTgH3RhLEYvFkE6nAWBfDrrX67XU61uN0J5IJPTVHDY2ZsP+drJpKRKJBH74wx+iq6sLN2/eLDnwWj2b9yCsIA6n02mEw2Gsr69jeHi4IEu1GPJlawYRrxaYRZA0srW1hWAwiEwmg3PnzmFwcPDIizoz7kelmMHBWqpsrlwh0AzbXw3N2u6NjQ1dgL98+TJ6enrKEi+IcMuyLF599VUEAgH4/X59eWU5IogkSYhEIlhZWcHp06dx5cqVfcuzjQ7jUpEUwJ5LuVGCMcuyaGtrK1g9YMwdTKVS+gUeRVH7BKJaFdXYsRLlU69j9aYHevB7b87hY89G8JnvzaPb68S7Huqvy+9qNGZ3vpoFh8NRkEM6PT0NhmHQ29tbMB7wPA+apvdFUni9XlO7PfPxQKfgdJ5CR/tr9dtlOQFBCCItBHWnsSjOQpa3kUz+GMnkj/X70jQHjjtfIBp7PGOg6cJzXEVRWsLw0CzszOHjU00UwnEodT6hquq+WJtoNApZlvVYG6NwbMbPDFkRVumxTCQSCAQCph4TbU4utjhs01K0tbUduByeYDuHG082m0UkEsHS0pK+lNvtdh/6GIqiwDCMafepUsy0LzzPIxgMYmtr68i81WJomjbNflRLM8XVw8rmysWq4nCjncM8z2N6ehqJRKIiAZ4ItIqiQNM0XLlyBel0GjzPI5lMYm5uDjzPF7hoiXDs9Xp1Z3csFsPs7Cw6Ojpw8+bNffnRwH6HMWBewbhU7iC5wDMWXaVSKQAoEIjIsbEvhqzJrz48gA1ewud+GMN/+HYYnV4H3nCh++gHmhxbHK4OTdMOFHzIWGksvlNVtUDsIYKP2UU+lm1DIHAdgcB1/TZVzUAQwruiMckxDkNVBfD8XfD8Xf2+FMXC4xnTYym83AQURQZNe5uxOy2BoigVnzPZFFKLWInjQiaRfD4f+vr6AOzF2pDxo7gXobj4rtmrFMi1UDWxEnYZnY1ZscVhm5aCoqgjB1yWZZHJZBq0RY3D4XAgm802ezMKMBZsdXd349atW/D5fGU/3iolbuVgBsdtJpNBJBLB8vIyhoaG8NrXvrbi2XiGYSBJUp22sDE047Uop2yuXKwqDjdqu4lbd3FxEadPn8bk5GRZ73MiXBNRGMhvM8MwaG9vL8iHIyJIMplEMpnEwsKCLoq63W5ks1mwLItz585hYGCgIlH0IMHYuG0HCcZEKCYXTPUWY40XeP39eTcpKaohgvHq6ioikQgURalIILJFO3Px268dxmZawl/cXcW/+r+n8bn3XMZDp619gWuLw9VByjiLMRbfGccDURT1JeXxeByzs7PI5XLgOK5gxYHf7ze98EfTbvh8l+HzXdZv0zQZYmYOQjpYUH6nKCkIQhCCEATwDf3+Uq4fudwlPZLCy03A4egq8dtsirFjJY6PWd3XxlgbY5Eu6UUgojGJuTKuUjDGUjRqElqW5aom54lz2P7usTEjtjhs01KUM9C2snOYZDg1G+Kai0aj8Pl8ePjhhwvyLMvFTG7b49LMfSkWJm/fvg2vtzrnihlE7uPSSHFV0zQsLi4iEonA4/FU/VkwYlVxuN5ZyaqqYn5+HtFoFB0dHRVNRhmdwuXkChtFkMHBQQD5E/7p6Wmk02kEAgFomoZQKIRgMAifz1cQS+Hz+aoSjI2PIceSLG00Op6NFLuL633hZCyqMTqCMplMQYbx7OwsZFnWBSKjYEycOHasRPnUW+ikKAr/9q3nsJnO4bvhTfz2n7+KP3vfFZzrta4L0haHq4OMkeVAURQ4jgPHcQXFd5Ik6eNBsUOwOKbG5XKZ+nWiKBacZxycZxzALwIg+7i8F0mRzovGudw6FGUFW9sr2Nr+W/05HI6e3cK7Cd1p7HIdHfV10rAL6Y6PWcXhgyjVi1C8SsE4CU1iKYwu43pMOpEyuko/o4lEwi6jszEttjhsc+Jo1cxhMwipmqZheXkZ4XAYLMseWW52FGaOyqgUlmUb7uxWVRULCwuIRqPwer14zWtec+wTElscLh+SdasoCh544IEjy+bKxariME3TdRH7NE3D2toaQqEQGIbB1atXC1wnRz3WGONA03TFF54kNmd1dRVnzpzBtWvXCsRNQRCQTCaRSqWwtraGcDisu2iNkRR+v7+iC7ZKBGPyb0IzBGOPxwOPx4Pe3l4Ae0tIiUC0vb2NWCyGbDYLjuPg8XgA5LPRreAoPAmwNIVPvGMCT33lZdxdTOI3v/YynvmnV9HfdnhMlJmxxbfKOa6oTlGUXlxVyiFIxoT19XWk02k4HI59Kw44jjP1a5ffx0G4XIPo7Hi9fvuLL34XnZ08XO6NXVfxNDKZeeRyG0gkNpBI/EC/L8P4wHEXCnKM3e6RfTnGJwmrCZtmpNGZw/XgoFUKmUxGH0OM5xRut3ufy/i4k05EHK4U4hy2sTEj1h4ZbGxKcFSuZas6h5u5X5qmYWNjA6FQCLIs60upj3vibsdKVIdRLKMoCpcuXSq7hOsoaJq2/GvCMExdhfpUKoXp6emqyubKoV4ia72ph3PY6NY9d+4choaGyi6bM4qmxXEM5aAoip4rTEpQi6NCjC7aUsusk8kkNjY2CopYigXjSi4+DhJ7jQJ4sYBs3FbjTyMEY7KEtKenR7+dOAq3t7exubmJ6elpZDIZuN3ufUvQXS5XXbfRZj8eB4NPP34R//SLLyEaF/CbX3sFX3z/FbR5rCdYWXEcNQMHxUocl1IOQUVRCpaUG4swi2NqrJBrrmk+cNwDuosaABRFgCCEdvOL81nGohiBovBIpV5EKvWifl+KcuZdyt69HGOP5xwYxtOM3Wk4dqzE8ZFluSW/O42T0MZzilwup8fakEknQRDAMMw+wbiSMt3jiMO2c9jGrNjisM2Jo1Wdw81y2W5vbyMUCoHn+ZoLYWZwQ9eKRu3L9va2LqaMj49jcHCwphdLDMNY0rVqpF7OW2Om85kzZ3DlypW6NCzbzuHCYr+RkZECt+5hGEVhY65wJUKHpmlYX19HKBSCw+HA1NRURVEhBy2zzmazusN4c3MTs7OzkCQJHMcVRFJU46Itp/jO+KdxWxspGAOA0+lEV1cXvF4vYrEYbt68CVmWCy7u1tbWIAgCnE5nQSSFFZagtwJtHgf+069dwhN/ehczcQH/w9dfxR8/cRkeh7VEGztWojrIKotGwDBMyeI7kmvO8zxWV1cRDoehqqo+wWYUfczkkix17BiGg99/FX7/VcP9cshkZvL5xWkiGgehqmmkhZ8hLfzM8Aw03O7hwlgK7wQcbOsJUHasxPE5ae5rh8OBzs5OdHZ26rcpilJWeSb5e6kxpFpxOJlM2s5hG9Ninm9LG5sacVKdw40Wh3meRygUwubmZkXiTCXYzuHyMb4eo6OjGB4erssFkR0rsZ9als2Vg5XF4eNut6IomJ2dxezsbMXHutJc4VIkEgmEQiEIgoBz586hv7+/JuKS0UVLYhcAFAjGOzs7WFhYQCaTgcfj0cViIhhXOhFhdsHYeFxLXdzJslywBH1jYwOCIIBl2QI3od/vb3qreaNo5D72Bdz47K9dxvu/+BJeWkriX/7X+/jkr1wES1vnOFeSnWuzR7NFdWMRpnGbjLnmW1tbmJ+f1yfYih2C9Zi4LYdyhXWaduxGSlwAun8JAKBpKrLZRUPpXRBCeho5eROZzCwymVlsbX1bfw6ns283v3hPNHY6+yw9FtrO4ePTCrESx4VhGP38iVBcnrm5uYm5uTlIkgSPx7NvDDmOc/jMmTO13B0bm5pxskcGmxMJERwb6XxoBI0Sh0VRRCQSwcrKCoaGhvDYY4/VbXlSKzmH6yV0ZzIZRKNRLC0t1f31AFpDHK7VPmiahqWlJYTD4ZqVzZWDVcXhoybuDkPTNKysrCAUCsHlclV0rI1xCkQMqnTsJ67wtbU1DA8PY2pqqiEXVy6XCz09PSVjF4hovLS0BFEU9dgFo8u40rHA7IKxEZZl0d7eXrA8k7iBiEAUi8XA83xBPiH5MXtmaaU0IyJhvMeLTz9+EU995WV8N7yFf/83YXzkF89Z5rg2W+S0KmY8bqVyzYH8BBuZRCouvivOMXa73XXfr+Nce1AUDbf7DNzuM+jsfJN+u5SL77qL90TjbHYBkrQKSVrFzs539fsyTBu83omCLGO3exgUZQ3B9aS5XuuBLMv2MSxBqVVdwN45l7H8ThAE0DQNlmURiUQKYimOGkOSyaQdK2FjWmxx2KblOGpQJstxZVlumnOgHhBxuF4n7ZIkYWZmBrFYDL29vbh9+za83vq2lLdSIV2tRVWjW7W7u7shrwfQGpnDtRBX4/E4pqena142Vw5WFYer3W4SlZLNZnH+/Pmy3bq1iJBQFAXz8/P65+zWrVt6UVqzILELXV1d+m0kU48Ixqurq0in03A6nfsiKSoVQMoRjI3HuvixxxWMK/lOK+UGIq3mRDBeXFwEz/MAsM9hbIXMUrPx0Ok2fOK/m8C/+Iuf4S9fWkW3z4nf+bmRZm9WWZhR5LQCVjJXkOI743hZHFNDVh0wDLMv17zWk0j1OHZORzec7Y+ivf1R/TZZTkEQQwbROIhMZgaKkkAy+TySyef1+9K0Gx7PeXi5C3qWMecZB02bL5fWjpU4PrbAXhmlzrkURcH9+/chSRJkWd53XuHz+SDLMuLxOK5duwa/368/NpFIFMTk2NiYCVsctjlxkIvVXC7XcuIwUPvlQkQcmZmZQVtbG27cuNGwLzWWZSGKYkN+V72plTisqioWFxcRiUTg9Xob5lYlnPTM4VQqhWAwiEQiUZeyuXKwqjhMnMPlCjKCICAUCmFjYwOjo6MYGRkp64KmlChMBMpy0TQNq6uriEQicDqdeOihh0zt9DgodoEIoqT4Lp1Og2XZfYJxpbELjRCMayXIGF3DBE3T9MxSIqaTzNJSgrF9IX04r7/Qjd9/6zl89G/C+NwPY+jxOfHOq33YFnLwOBkE3PblRithdVGdZdmSxXdkEonn+ZKTSOTP44wJjRLWWdaPgP8aAv5rht+dhShGd93Fu1nGYgiqmkE6fQ/p9D1gg9ybgcdzdtddfEGPp2DZ5mal2rESx8cWh48PwzBgGAbt7e0YHR0FkH9vGmMpvv/97+OjH/0oeJ7H0NAQLly4gEuXLkGSpJod/+3tbXzoQx/CX/3VXwEA3v72t+NTn/rUoeerH/jAB/Bnf/ZnBbfduHEDzz33nP7vbDaLp59+Gl/96lchiiLe8IY34DOf+QyGhoZqst025sU+W7M5cVAU1ZK5w0QQrjYDqRhVVbG0tIRIJAKXy4WpqamCWdNG0EqxEscVh0kJVjAYBEVRuHjxInp7ext+gXZSYyWMZXOnT5/G5ORk0yaXrCoOkwvio4QFWZYRjUYxPz+P/v5+3LlzB263u6zfYcwVBioXhQFgZ2cHoVAImUwG586dQ1+fNTMaDxJAeJ7XHcazs7PgeV53zBlF40odcwcJxuT3HiYYE6GY/L56iycURcHr9cLr9aKvrw9AYd4gaTSfmZmBLMvgOK5AMDZbyRWhme/TX5nqxwYv4TPfm8fHno3gBzNbaHOzcLI0Jgf8+PkHeuBzmeuYWV3kbBatmNV80KoDQRAKijCj0SgURSkYE4hoXM6Y0EzXNU274PU+CK/3Qf02TVOQycQMkRT5WApZ3oEoRiCKEWxu/rV+f5drcFco3hONHY6ehnyOyPe7LWweDztzuDbIslywYpOmaf28AgDGx8fx5JNPIhaL4Sc/+Qnu3r2Ln/70p5iensYHP/hB/MEf/AGuXr2Kq1evYmpqClevXsXo6GhF48N73vMeLC4u4tvfzmeNP/XUU3jf+96Hb37zm4c+7i1veQu+8IUv6P8uvp753d/9XXzzm9/E1772NXR1deHDH/4w3va2t+HFF1+0P38tjj0y2LQc5ZygsCyLXC7XgK1pHBRF1URM1TQNa2trCIfD0DSt4UvmjbRiIV01F6Pb29sIBoN6Cdbg4GDTLi6Ic9jKF9WViKuyLGNubg6zs7MNje84DKuKw+T9ctDFsaZpWFxcRDgchtfrrWiVQi3K5jKZDMLhMNbX1zEyMlK2U9lKMAyDtra2guOqqmqBYLywsIBUKgWKonTxg4gmHMdVNPaQ+xofQ967xhxo8voZId/R5PZGCMbFeYOapiGbzR5YclUsDpHYqmbQjMzhYn7z0TO4v5LC34e38L3wFt70QDc8Dgb/LbKFVFbBe68PgjbR94aVv8eaiaqqJ+K4GYvvjJNImUxGF4yNY4KxtIr8GEUXMjFmJmGdovIOYY/nLLq63gogv5253HpeLDZkGUvSCrLZJWSzS9je/o7+HCzbqRfecd58+Z3LdRoUVdv9JN8dZjp+VsQW2GtDOWYsmqb188nHH38cmqZhbGwM3/nOd+BwOHD37l3cvXsXH//4x/HKK6/A6XTiypUrulh89epVXL58uaQZ5f79+/j2t7+N5557Djdu3AAA/PEf/zFu3ryJYDCICxcuHLhdLpdLH9OKSSQS+PznP48vfelLeOMb3wgAeOaZZ3D69Gn83d/9Hd785jeXe4hsLIgtDtucSFrROQwcP6N3c3NTd8yNjY1haGioqSdhreYcrmRJPQDwPI9wOIx4PI6zZ89iZGSk6bP95P1gZedBOeKqsWzO7XY3PL7jMCiKsqQ4bHQOF0MynFVVrcgVb3SiEsGimlzhubk5zM3N4dSpU7h9+3bZTuVWgKbpQ3N6SYnT9PQ0NE0rEIyJMFprwVgQBESjUTgcjpLxIKWeox5QFAW32w23211QCmgUjBOJBBYXF5HJZPRSwIPEoVZGUzUIfA6DHieGXA5k0zLuv7KFyZE2DPVzuL/KI7YlYqSLa/am6tjicHW0onO4XIzFd6WKQsmS8pWVFYiiCKfTqY+TPp8PgPnFTYqi4HSegtN5Ch3tr9Vvl+UEBCFYIBqLmTnI8hYSyR8hkfyRfl+a9oLjzu+KxnmHscczBpqufgKNfE/Ywmb12O7r2lHNSl1N05BIJDAwMICJiQncuXNH/z9JkjA9Pa07jJ955hk8/fTTePbZZ3H9+vV9z/XjH/9Yj3skPPLII2hra8OPfvSjQ8Xh7373u+jt7UV7ezte+9rX4mMf+5he5Pniiy8il8vhTW/aK70cGBjApUuX8KMf/cgWh1sca17Z29gcQrnO4VYRHY1Uu1/JZBKhUAg7Ozs4e/YshoeHTSH8tdLrRE7EyilCzGaziEQiWFpawuDgIB577DG4XOYoBiH7YUVxknBUrEQ8HkcwGIQsy5iYmDBdrIBVncPkgti47TzPIxgMYnt7G2NjYxgeHi7rwrkWorCmaVhZWUEkEtEnAOySkDzGnN6BgQEAezm9yWQSyWQSKysrCIVCUBQFPp+vIJLC5/NVdPFpfG/Mz88jFothYGAAFy9eBMuyBQ5j8poTiGB83OK7SiAlV93d3fptpBSQ/BBxyOVy7Su5crlcphpTDkPOqRCTEsRULv+TzO39PZVDRv+7jKyq4p4nhx4N8Gj51xfLuZIAACAASURBVH9uJglfrxtZWcWWkMNIY9OpDsUWh6vjpDiHK6FUaZUsy7rDOJVKIR6PAwCef/75fTnGla7KaAYs24ZA4DoCgT2hSlFEiGKkKJYiAlVNg+d/Cp7/qX5fimLh8YwZYikmwHHnwTDlrcZq1CqSVoYcQzNc41mdasRhURSRy+VKmk2cTicmJycxOTmJ97///QD2znVLsbq6qgu6Rnp7e7G6unrgNrz1rW/Fu971LgwPD2N2dha///u/j9e//vV48cUX4XK5sLq6CqfTuW8bT506dejz2rQG9shgcyJxOBwtFysBVC6mCoKAcDiMtbU1nDlzpqk5qqVotVgJAIfuT3GEwa1bt3SniVkwOoetykHiKimb29nZqUiobDRWFYeJmKBpGiRJQiQSweLiIoaGhg5cNlcKIhAqilKVKAzkc4WDwSAkScL58+ebFp1jJYw5vf39/QD2cnpJJMX6+jqi0aiexVcsGB90IUWE+nA4DI7jcP369YICOSPFxXfFYjHZ1kYLxoeVAhKBiJQCOhyOfQ5jt9vdsPegpmrICDIyyRwEo8BbJPyKqRxymfLHehYAx9LIOih4XQ6spCVsqgq+8dIaXjPSDr/JMoeB5uY0W5WT7ByuBJZl0d7erpdDSZKEH/zgB5icnNQLMZeWlvTiO6/Xa7kyTIbxwOe7DJ/vsn6bpskQxbl9OcaKkoIgBCEIQQDf2L03BZfrdF4o9u6Jxg5H577fpShKVd/3NnvYAnvtqEYcTiQSAHBoYdxHPvIRfPSjHz30eV544QUApb+/jpr0fPe7363//dKlS3j44YcxPDyMb33rW3jnO9954OPsydSTgfnO0mxsGkArOVKNlLtf2WwW0WgUi4uL6Ovrw507d+DxeBqwhZXRSrESJBO6lKiqqioWFxcRiUTAcZypIgyKOWw/rEKxuJrNZhEOh01RNlcONE1b8nNBTipjsRgWFhbQ1tZW0QRILXKFRVHUo1pGRkYwPDxs+otvM2PM6S3O5CSRFJubm5idnYUkSbr4QURjv98PQRAwPT0NSZIwMTFxZKTIQcV3xYJxcfFdMwTjw0oBiZtwbm4O6XQaDMPsyyuttBRQU4DUZqakyGsUfzN8DloF80sMS8ETcMLjZ+HxO+HxO/I/gfyfbr8DXMABt4/F+NwO/uvdVbR5HBhw0PjGy2sQRRkvxnbgYMx1YWlf7FaH7RyuDjIetbW1FYhDZFUGmUgik2yk+M44Lvh8vqZmm5cDRbHguHFw3Di68TYAZFJ4GWkhmBeL03nhOJdbRzYbQzYbw9b2/6s/h8PRY3AXT8DrnYCi+O3v62MiyzJomrbF4RpQTbxeMpkEx3GHfoZ/+7d/G7/6q7966POMjIzg3r17WFtb2/d/Gxsbem9COfT392N4eBjhcBgA0NfXB0mSsL29XXDusr6+jlu3bpX9vDbWxBaHbVqOck5YT6pz2OhM7ezsxM2bNw90Z5mBVnIOA/vjDDRNw/r6OkKhEDRNqyhrtZnQNG3p14Vsfy6Xw/z8vKnK5srBis5hTdOwsbEBIL8UbnJysiCv8ajHHjdCgox98/Pz6Ovrw61bt05UrnAjMWZyGpc8GgXj7e1tzM3NQZIkAHnH3ODgoF4WW+nkjJUE44NKAUnGcyqVwuLiIniez7u1OS/cDh+ctAeM6oIq0cjwCjKpHISUhExKhpjKIZ3IQpE0vIKXy94Wt5eF2yDyeor/vvvjcDNlf94eOdsBPivj+bkdrKayuD7Sjn+YT2BLyOGpr7yML7zvCgbbzfHZM0OJnxWxRfXqIGV0xcfOuCqDUFyGubOzg4WFBWSzWT3b3CgaO51OU78mFEXB5RqEyzWIzo7X67fnclu7DuNd0ViYRiYTQy63gURiA4nE9/X70rQPDmc/5mPPw6vnGJ8FRdlyRrnYecO1gZyPVioO7+zsIBAIHPpZ7e7uLoisOoibN28ikUjgJz/5iZ5J/PzzzyORSFQk4m5ubmJhYUFfEXbt2jU4HA787d/+LR5//HEAwMrKCl555RV84hOfKPt5bayJPZranEhYlkU2m232ZtScg8RhVVWxsLCAaDRqemeqEYZh9C/gVpjlNjqhybL2dDqN8fHxppf/VQJ5XawKOc4/+MEPTFc2Vw5WE4eTySSmp6eRSqVA0zSuXr1aUH52ELXKFV5eXi5w5du5ws2BFLt1dnYiFotha2sLPT096O3tRTabRTKZxPLyMkRRhNvtLoikIDm9lWB2wTgnKSViHVSIKSfEVABC0g0xmUM2LUPTUgBSZT0v46ALxd0DhF+3jwXN1H7fWJrCWx7sxSMjHVjnJXBOGi6Gxm88cw9zWyKe/PI9/On7JtEXaL5AbIuc1WHHSlRHJeeyB5VhSpJUsPJgbW0NgiDsi6rx+XzweDymf387HJ1oa7uFtrY9MUtRBD1+gsRSiGIEqsqDpsNYWwvr96UoJzjPeEEkhcdzDgxjvtWQZsAWh2sDuZar9Fgmk8manYM+8MADeMtb3oIPfvCD+OxnPwsAeOqpp/C2t72toIxuYmICH//4x/GOd7wDPM/jIx/5CH75l38Z/f39mJubw+/93u+hu7sb73jHOwDkVzY8+eST+PCHP4yuri50dnbi6aefxuXLl/HGN76xJttuY15scdim5TjpzmHjfhlzHBmGwaVLl9DT02P6k0UCmZEtp8TNCjAMg3Q6jVgspi9rv3btmuWKIawcKxGPxzE9PQ0AOHfuHAYHBy3zeSDQNG0Jx5sxrmN4eBhTU1P43ve+d+TjyL4Zs2SriZDY2tpCKBRCLpcrK67Apr4Q93goFALLspiamio5KUOK3YzFd4Ig6MVuRtG40mK3cgRj46RE8WOPEoxVVUM2LRfFOpQuc5OzFUzwUHmXr8fvgNPLgHFpoBwyVDoHGRnAIcPtZ8G6gJGxM1WVAtaads6Bdm5v6eyfPDGJX3/mJSxsZ/DkM/fwhfddQa+/uUWrtjhcOeTzYR+3yqmF0cHpdJbMNjeuPCBRNTRNl4yqMbuwzzAc/P4p+P1T+m2qmsPy8j9geeV5nOrN7grHQahqGmnhZ0gLPzM8Aw23e0R3F3PevGjMsvbEcDVRCDb7kWVZj9mrhEQicaRzuBK+/OUv40Mf+hDe9KY3AQDe/va349Of/nTBfYLBoJ51zDAMXn75ZXzxi1/Ezs4O+vv78brXvQ5f//rXC1YSf/KTnwTLsnj88cchiiLe8IY34E//9E/tiYUTgD062LQkFEUdKp60cuZwNpuFpmmIx+O6MDI+Pm5JEaycEjerkM1mIUkS7t+/j6GhIdy5c8eyy9qtKA4by+ZGR0cRCoUsNVFixOzOYUVRMDc3h5mZGXR3d+PRRx8Fx3EAjt72WuQKk6LNzc1NnD17FmfOnLFPaJsMz/MIBoNIpVJHfh8dVuxGROO1tTW92C0QCBQIxpUWu5UjGEsZGXwqAzEpQUzJyPC5fJwDLyPLy7rgm+VlVDJvwzpoeAL5zN6DIh3yLl8H6APyeknG8/z8PLa3t7G1tYX5+XlIkgSO4/a5CZuVV3oq4MLnn5jEr3/pJcS2M3jyy/fwhfdeQbeveRO/tshZOeTc2uwCoxmp1yo4lmUPjarheR7Ly8vgeR6apsHr9e7LMTb7dyRNO8CyZ8HQTgwPXwMAaJqKbHbRUHwXhJCeRk7eRCYzg0xmBptb/4/+HE5nPzjugp5jzHETcDpPVhmtLMumf62tQDVldEBeHD6sjK5SOjs78cwzzxx6H6Me4vF48Oyzzx75vG63G5/61KfwqU996tjbaGMtbHHY5kTSys7h7e1tvPDCC0ilUhgdHbW0MEJmZa0s5BtznmmaxtjYGMbHx5u9WcfCSpnDpcrmHA4HQqGQqQXWwzCrOKxpGlZXVxEMBuF0OnHt2rUCgQ84eOKueIm/0aVZLrIsY3Z2FrFYDP39/bh9+3bFUQQ2tSWXyyEajWJpaQlDQ0P6569SDip2MwrG8XgcPM+DYZh9kRSlit1UVUOGJ27evLtXSBr+vRv5IKakql2+ecF3t8gt4Nwn+rKuyic/9v263Yxnn8+HbDaLK1euAMCBeaUej6dkXmkj6G9z4/PvvYIPfOklzG2K+OBX7uHzT0yi09scgdgWhyuHfPfYx61yGhmRRtO0/vkmaJoGURT1cSEej2N2dha5XK5gIomMDWYrviuORKAoGm73GbjdZ9DZ+Sb9dkna0POLSZZxNrsISVqBJK1gZ+e7+n1Zth0cd2H3J+8wdruHQVHWvG46CjtWojZUKw4nk8myYtVsbJqFLQ7bnEha0TnM8zxWVlaQTCYxOjqKqakp053YVYNVS+lUVcXS0hIikYieazs7O9sSr4kVMoeL3avFZXNmFVjLwYzbvrOzg/v37yOTyeD8+fMYGBgoKR4UbztxCBO3cLW5wktLS4hGo/B6vbh+/bqpizZPApqmYXFxEdFoFIFAADdu3IDP56vp72AYBu3t7QUuHFVVsbOZxMbqNrYWU5jf2kJ6JwtFokErTkBmoGQp5ARtN8u3/N/HOvNZvlzAqTt8iePX7WXg8rFw+1g4OQZUkf5THEfRCIHI5XLB5XIVFNsU55WurKxAFEU9ssP4U6+Cq8F2N/7zeyfxgS++hMiGgA9+5WV8/onJgggKG/NiO4erp9n9GRRFgeM4cByHU6dOAdgrviPjws7ODhYXF5HJZPaNCz6fr+Ion1qiqmpZwqbT2QOnswft7Xf022Q5tZtjvOcyFsUZyPIOksnnkUw+r9+Xpt3weM7nYyl2s4w5zzho2vqTzXasRG0wi3PYxqbW2KODTUtyVKxEKzmHM5kMIpEIlpeX0dHRAb/fj/Pnzzd7s2qG1ZzDJFczGAxC0zQ88MADOHUqv2wtFotZUuguxsyxEqSALBQKwe12l3SvAubeh6MwkzgsiiJCoRDW19cxMjKCs2fPHnrCTFGU7hAGoIvCQPW5wsFgEIqi4IEHHrBsVEgrYXxNLl68iO7u7mO/JqqiIZPOu3qFpDHDV9KzfMntslT82SAX9BqAou8SCnC4Kbh9LLg2F/wd7rz4Sxy/uyIwF3DC4SrfbUXyso05xsYMbaA+gvFRx/mgvFIiFqdSKayvryOdTsPpdO5zGFca2XEQpzs8+JP3TuI3vnQPofU0nvrqy/iTJyYRcDf2ssR2DlcOGa/t41Y5zRaHS2EsvjNOJJHsdyIaG4vvinOMG1V8pyhK1cePZf0IBB5GIPCwfpuqZiGIkV2XcT6SQhBDUNUM0ul7SKfvARv5+1IUC7f7bFEsxQWwrLUmou1YidpwHHHYSgXYNicPWxy2OZEQN6oZT9TKJZfLYWZmBrFYDD09Pbh9+zYEQdDLtloFK7m8d3Z2EAwGkU6nMTY2htOnTxe8v6wsSBoxa6zE5uYmpqen9QKyvr6+Ay9YzCSwVooZtl2WZczMzGB+fh6nTp0qO0ObbPtxc4XT6TTC4TC2t7f1XGGrjuWtgiiKCIfDiMfjeqTRYa+JpmmQsyqE3QiHfKzD3t9Fgwic4XOVuXxdNDx+Jzg9w3f37wbHL5gcJFVEiifRFOvIqiqcfj/g98MRCMDjZ+HzOSu+mKZpet++lyq+O0gwPqr4rpYcFNlhdBiTgiuGYfY5jKsVhs52cfiTJy7jN565h/urPH7zqy/jc++5DJ+rcZcmtjhcOXasRPVY6ZqjVPa7cVzgeR6xWAw8zxcU35E/vV5vzfe11pEINO2Cz3sRPu9F/TZNU5DJxAwO47xwLMs7EMUwRDGMzc2/1u/vcg3txlFcMOQY99RsG2uNHStRG44TKzEyMlL7DbKxqRG2OGzTkhx10kqW9suy3LCsvVqhKApisRhmZmbg9/tx/fp1vYRCkiTLCKnlYoVYCSJUbWxsYGRkBNeuXSt50mA1F/RBmE3kJmVX29vbGBsbKytn2wwCa7U0c9tJhEM4HAbHcQXjTzmPpSgKGxsbushU6ck1mRRbXFzUc4WtNoa3GiTCZW5uDn19fbj5yC1oORpby2Je4CVib0rKZ/oahN/9Lt+DoSjsFbcViL2FIrAn4KjA5bsniGqaBkEQdEF0bW0N4XAYiqLA6/UWFN/5/f6qBGPg4OK7YtF4b7/LE4wPWy1VKQzDlCy4MgpDCwsL4HkeFEXtcxJyHFeWMDTW48UfPzGJJ595CS8vp/BbX3sFn/21y+CcjREvbHG4csgxs49b5VhJHC7FQeOCcdxcXV1FOByGqqrwer0FkRQ+n+9YkQblxkocB4pi4PGchcdzFl1dbwWQf89L0pohxzgvGEvSCrLZRWSzi9je/jv9ORxsl55hzHnzTmOX6zSo4ryhJqAoSkvE2zWb44jDdqyEjZmxxWGbEwlxqllJHFZVFcvLy4hEInA4HJicnNy3XNdKLttyMbOgKkkSIpEIFhcXMTAwcKR7kmEYSJLUwC2sD2bJHM5ms4hEInrZ1eXLl8v+PJtN4K6EZonDxJkty3JBXMpRGAWvwcFBrK2t4e7du1AURReViPB2UGs6yfCORqP6pJidK9w4NE1DLqvkhd5kTnf7xle3sbGyA02iwWidWE9n8JP03XyCQ5k4XIzu6NXFXsPfPQEHuIADLq8DNF0/QYqiKHi9Xni9XvT19QHI73cmk0EymUQqlcLGxgai0ShyuZwuGBuL7yq9WDxKMC7+07itjXYY0zStf06N22oUhpaXl8HzPDRN2ycYH+QkPN/rxefeM4knv3wPdxeT+O+//go+8+5LDRGIbXG4clRVtY9ZlVhdHC4FcQ37fD709/cD2Cu+I5NJ8Xgcc3NzkCQJHMcVjA0+n6/s87ZmCZsURcHl6oPL1YeOjp/Tb8/JO3txFLvld5nMHHLyJhLJHyGR/JF+X5r2guPO70ZS5LOMPe4x0HRj90dRFHg8nob+zlak2uzmRCJhF9LZmBpbHLY5kVAUZZncYU3TsL6+jlAoBFVVcf78efT395c8OScu21a64DGjc5g45WZnZ9HR0YFbt26VVbbEsixEUWzAFtaXZgurR5XNlYPtHC6fdDqNYDCIra0tjI6OYnh4uCz3jlEUJq7GwcFBDA0NFYhuyWRSF91kWd4nuuVyOYTDYWiaVrMMW5s8qqIhwxtyfA3Cb97xuxftcLDLl4gdWf0W4vLV83tJhq/fsev43bu9kizfRkNRFDweDzwez74Cp3wURRJbW1uYn59HNpsFx3EFYnEgEKhYzKhWMJZlWS93bKRgXEoYIoIxz/NYW1tDJBLRHdjFBVcMw+CBPh8+92uX8cGv3MOLsQQ+9F9exacfvwi3o/7vDXssqQwSBWRTOa0oDpfCWHzX29ur307GTZ7nkUwmsbS0VFB8ZxSNSxXfNcI5XAkOth1tgRtoC9zQb1MUEeJujvFeLEUYqpoGz/8UPP9T/b4U5YDHM7YbS7ErGnMXwDBc3bbZjpWoDbIsw+WqvKDQdg7bmB1bHLZpSco52beCy3ZrawuhUAiCIJTMsC3GGJfRKsuGzOQcNi6pd7vdeOihh0qWnR1Es0XVWkHTdFMc0KRsLhwOw+l0Hlg2Vw62OHw0uVwOkUgECwsLGBwcxJ07d8o+GSYi1UG5wgeJbkaX5traGkKhEDRNg9PpRFdXF0RRRCKRqGpZ/0lB0zTkMsp+sTdVKAKLKQmZtFyhy5cG4wY0Jgd/pwfdfe3wtrngCey6fXdFYJeXravLt5kYC5x6evayJY2CcSKRwMLCAjKZDDwezz7BuNIVS4cJxrlcDrFYDAsLCxgeHt73HUM+e40SjI0ObAL5bBOHcTwex+zsrO7A9vl8CPj9+MQvDuPpv57D83M7+N3/62f43991ES62fttcyyiOk4LtHK6ekyIOH4TL5YLL5dpXfGeMq9nY2IAgCAX55kQ0tkKZGsN44PNdhs93Wb9N02SI4lyRYDwNReH1v8f1e1Nwu8/ohXdEOHY4qjvXLcYKx9AKyLJclinIiKZpSCQStjhsY2pscdjmxGJm53AqlUIoFMLW1hbOnj2LkZGRspavkC/8VhKHzSDia5qGjY0N3b1dyZJ6I60iDjdjPzY3NxEMBiFJ0qHu+XKx8mtRb3FYVVUsLCwgEokgEAjg5s2bZUc4FOenlirmOggiGLMsi+3tbSSTSQwODmJwcFAXjYmoJElSyRzY4+QZmh1VUSGm5Lybt4TYaxSBlVwFWb404PHtunl34x2KHb9uH4PNxBrmF+bQ0dGB8+cvgePq526yIgcJH2SyI5lMYnl5GYIgwOVy7YukKOWUOwyKohCPxxEMBvXJskAgsK/0rthhDDRHMCaTQcRJmM/xlHTBeGdnB3QqhX92TsJ/us/ihzPb+K1nXsTHf/EsOtvb6nJO00qrrBqFfcyq56SLw6VwOBwlCzHT6bQ+NiwuLoLneT33XBCEghxjsx9TimLBcePguHF0420AyPi3jHR6ukA0zuU2kMnMI5OZx9bWs/pzOBw9BofxBLzeCTidAxV/FquNQ7AppFqR3XYO25gde3SwaUms6hwmbe+rq6s4ffo0Ll26VNGyFYqiTOW0rQXNjmJIJBIIBoNIpVIYHx8/0r19GK3y2jQyc9hYNldJpMFR2M7h/ZBJkGAwCAAlc80Pe6xRGCaiUyUXLqqqYnFxEdFoFG1tbbhx44buzAgEAgWiUjab1UW3zc3NAsG42KVp5gsh4vIVjBEOyWKHb/7f2XRlY4fDzewraiNir/F2t5cFdYjLNx6P49VQCED+PdHV1XWsfT5JOBwOdHV1FRyzXC6nix7EIZ9Op+F0Ogvyt/1+P9xud8nPEIl6SSaTGB8fx+DgYMH9ih3GAAqc/KUE4+LPbL0Fl3yO535B/TWShLOjq/hXfzOPF5ZEPP2X9/H+sRw4j6sgkoII6sfBFjorxxY4q8c+duXBMEzJfPMXX3wRfr8fNE1jdXUVPM/rcTXFOcZm/t4HyPg3CJdrEJ2db9Bvz+W29tzF6bxonM3GkMttIJHYQCLxff2+DOMvcBdz3AQ8nhFQ1MH7bsdK1IZqCukURQHP82WXONvYNANzj5w2NnXETM5hSZIQjUaxsLCAvr4+PProo1W7shwOR0sIkIRmCaqCICAUCmFjYwPDw8N46KGHjn2yaWW3qpFG7MdxyubKweriMBF4aiVspFIpTE9P62JTuZMgpXKFKxWFgbwAGdoVIC9fvlwgFhVjXNZfnGdIMoyLc2CLXZr1XlmRd/kSYTcHsdjhS4TfpARFLn9pO0VTuqOXMxS26eVt+u0OsMcs9Eqn0wiFQtjZ2cHY2BiGhoZsYaMGOBwOdHZ2FkTiKIqiu4tTqRSi0SjS6TRYli1433Ich9XVVT3q5fLly0e+l8lrZnztyNhndPmTKBgjxe7iRrz+TqcTb5w8g0/5fPidP38Vd+MaerpO4V9P9UNM87qgLgiCLqgbRaGDBPVS2OJw5djHrHpscbh6yHHr6urS43yMcTU8z+vf+5Ik6XE+RtHYCgXkDkcn2ttuob3tln6boqQhCCEIQlAXjkUxAkVJIZX6B6RS/6Dfl6Jcuy5lo2A8DobJl9DZsRK1oRpxOJlMAkCBS97GxmzY4rBNS2IV57Asy5ifn8fs7Cza29vxyCOPHLvF1Az7VUsaXUhnFOoHBgZw584duN3umjx3q4jDNE3XbT+MZXNdXV1ll/1VipVfC3KRVItyFqMIf+bMGVy9erVs4dSYKwzsCUmVwPM8QqEQkskkRkdHjyVAulwu9PT07MuBJYLbzs4OYrEYstksPB6P7kwqVzDWNA1SRtFF3T3xd7/jt1KXr9PN7Am8AYPw698TfrmAAy7ucJdvLZBlGbOzs4jFYhgYGMDt27ctcVFtZRiGQXt7e8FyU+IyIqJxOBxGJpMBAPj9fj1Wwu/3w+v1VvTZq0QwJv8mNEowvjXaiU/+ykX8j//lVfxtcBMOlsYfvn0CzO77X5Zl/fiQHON0Ol2QVUp+PB5PyeNjC52VYxfSVY+9pP94KIpS8N4rFVcDoCCuhud5rKysQBTFgskkIhpXMpnULBjGC79/Cn7/lH6bquYgZqIQ0tMG0TgIVRWQTr+KdPpVbOj3puFxj4DjJkBRDogZGV7vFFjWdrBWSzXi8M7ODhiGqcs1jY1NrbC/oWxOLM10DhuXT1dTbHYYrRJdQGjU/iiKgvn5eczMzKCjo6OinNVyabTQXS/qEStRy7K5crCyc5hcyBxHHDa+3zs7O3H79u2CAqnDOKpsrhzIJMzy8rLuDK+Hm7eUYCxJku4wTiQSiM0vIJ3IwgE3nAwHRnWBUhzQJAYZXtZF4KpcvgFHvqjNkOG7z/Hrc4J1Nl9s0TQNKysrCIfD8Hq9uH79es3HQJvyYRgGbW1toGkaKysrUFUVDz74IPx+vy4YLywsIJVKAcC+SAqv11uRiHeQ2EuEYqNofJBgXOsc48fGO/FH73wAH/7L+/ibVzfAMjT+/dvOg6YosCxbUlA3ZpXGYjHwPA+apveJQmR1ltmFIbNhF9JVj+0cPh7lnvOQAltjnI8sy7pYXDyZVBxJwXGc6V8nmnbAu+sOJmiaimx2IS8Up4N6lrEsb0HMzEDMzMDhBGKxbyAWA5zOfnDcBd1hzHETcDor71M5iVTrHA4EAqZ/b9mcbGxx2ObEwrIsstlsQ3+npmlYXV1FOBwGRVF48MEH0dvbW9Mv4laLlai3E1rTNCwtLSESicDpdGJqaqpumZpWdqsaqfV+1LpsrhysLA6TE0vi2K0ETdOwtraGYDAIlmUrer/XKld4YWEBMzMz+mqJckXpStA0DZKo7Dl7k3sCb7HjN5t2ACDCtLT7czBOD7OX3WsUfgOFRW6NcPnWip2dHf0zODExUfPvJZvKyeVyiEajWFpawunTpzE1NaVfjAYCAQwODgLIf6YEQdAd8ktLS0ilUtA0DT6fryBSpZryJnL/4hxjY5xMsVgM1E4wfv2FbnziHRP4n/7yPv7q3hocNIV/9wvnQJd4fx6UVUoEY57nsby86nmnoAAAIABJREFUrAvqmqZhfn4eXV1dVQnqJxHbOVw9tjh8PIqdw5XAsuyBxXdEMCbFdwD0sjsiGnu9XtPHMVAUDbd7GG73MLo63wxgt9cgtwFBmAbPTyMW+wE47yYkaQmStAJJWsHOznf152DZ9n05xm73GVCUufe9kRBzRKXicCKROPbqYBubemOLwzYtSTkXtY12DpNMzWw2qxfI1OMksdViJeolqGqapje9K4qCCxcuoK+vr66CCNkXqy9lrdVrUq+yuXKwslBvjJWohEQigenpaQiCgHPnzu0rsTqIWojC5PMWCoVAUVTVxWaKrBqK2qS9TN/UrgBsuL0Sly/N7GX5ErHX5aUBhwKVliAjg6ySRk4T4fG6EQg44fe7dSHKqrELmUwGkUgE6+vrGBkZaehn0KY0xlUUfr//yAkUmqZ1IcP4HEbBeG1tDeFwGIqi6IIHEY39fn/Fr3m5gnFx8V21gvHPT/TgD39Jw7/+xjT+4u4qWIbCv3nzeFljkNE1TCDH54UXXtDLrcLhMFRV3ScK+Xw++zNhwHYOV48tDh+PWkRpGSk1mUTGBjKZtL6+jmg0CkVRwHFcweoDn89X9/6C40JRFJzOXjidvfB4biAUGscjj/wcVJXfzTGe1iMpRHEGsryDZPJ5JJPP689B025wnvPgvBO6aOzxjIGmj1cIalXItUM14nBbW5s9ftqYGlsctmlZKIo61FnXKBE1kUggFAohkUg0RABrNXG4HvuTSCQQDAaRSqUwNjaGM2fONOSEnbzutT7BbTTHFVaz2Syi0SgWFxfrUjZXDjRNm6aQslKIsFKuOJzJZBAKhbC2toaRkRFcu3at7JNaIu4oilKVKAzky+5CoZD+eSueGNM0DZKgQExJEIzCb9Ig/O7enhUqzPL1MHmH725Jm57pS0Tg3dtdnvJcvrlcThfckskklpeXIYoi3G53geAWCATgcpn3wklRFMRiMczOzqKnpwe3bt2qWba6TfWQCRxJkvDggw+ip6enqgtJiqLg9Xrh9XrR398PIP85E0VRf+9ubGwgGo1ClmV4vd59gnGlF771Fox/4WIvFFXDv/mrIL7+4gocNI1/+fOjxzo+FEVheHgYPp9PPz7GZeezs7OQZVkXhYyC8UnNjrX65HYzscXh6iFxVvU+dzaOncbfnclk9LFhZ2cHCwsLyGaz+ne/UTQ263e/8TyOpgMIBB5GIPCw/v+qmoUgRiAI0xDS00gLQYhiCKqaAZ++Bz59T78vRbFwu88WxVJcAMu2fhSVLMu7x7CyzzIRh21szMzJPLOxsUH9ncPpdBrhcBjr6+sYHh6uqOjpOLSiOFwrh6cgCAWvydTUVENn/clJrdXbgquNZGhU2Vw5WDlWAihv+0mx2NzcHHp7e/Hoo4/C4/GU9fy1yBUWhQymX4lgZWEDHb4e9HD9iL+qYOG5uX1FbqpSocvXIPbqwm/AIPzuisAMW9sLcYfDsS/LMJfL6YJbKpXCysoKBEGAy+UqEIvNIBhrmoaNjQ2EQiE9VsRuzm4+kiQhHA5jdXUVIyMjGBkZqfl3BEVR4DgOHMfh1KlTAPLvB2Np4+bmJmZnZyFJEjiOK3j/llPaWEw5grFxZYJxW0sJxv/k8inIioZ/960QnnlhCQ6Gwr94/dmqxUqj0Gk8PqTcihwfkmG8tbWF+fl5/fgYHcbVHB8rYguc1WMfu+oh40Mzjp+x+K64v8CYY7y6ugpBEOB0OvetPjioFLORHFWISNMu+LwX4fNeBHZ3U9MUZDLzu+7i3fK79DQUJQFRDEMUw9jc/Gv9OVyuoV138QVDjnHPAb/RmlSTNwzY4rCNNbDFYZuWpVnO4Ww2i0gkgqWlJQwMDOCxxx5rqCOLZVmIotiw31dvSPnZcU6qSfnVwsIC+vv7cefOnaa45IjAZtU4A0Kl8Rik6CoUCsHpdOKhhx6qW65zuVg5VgI4XBwmy9JDoRA8Hg9e85rXFJQ2HUYlERKqomH27maByCumJAjJHNKJDOQMGX89WAMPgD/0d7s4Vs/u1Qvb/Hs5vqTIzckxTb/IMuJwONDZ2VlQoCjLcoHDeG1tDel0Gk6ns6A0jAjGjdgfEuOSSqX0aCMzHceTiLGclhShkqK0RkBRFNxuN9xuty6IAigQjIlLLpPJwOPx7BOMK131Ua1gTB779ss9kBQF/+HbUXzhuUU4GBq/83MjxzoGh/0fOT5GUSibzeqCUDKZxNLSEjKZTIGLkPxYNXLmIGzncPXY4nD1kLHATMaKg4rveJ7Xx4e5uTmk02k93sYoGje6+K4aYwpFMfB4RuHxjAJdvwBgd7WXtLonFu/+KUkryGYXkc0uYnv77/TncLBdu5EUey5jl2sIFGXNz0K14nAymSz7XNzGplnY4rDNiaXWzmGjS6+7u7tprshWdA4D1RVRKIqC+fl5vfzq5s2bBbmDjYaiKMuLkkBl8RhbW1v6MulGlc2VQ6s6h43He2Jiouwc7WpyhSkK+P5XI9AOOYzE5csZxN6CAjfD7bV2+TYTlmVLCsZGh3GxYFzsMK7V58RYbDY0NITJyckT4XA0O9vb25ienoaqqrh8+TK6u7ubvUk6LpcLPT09JV1yxuK7WkWqHCQYAyhYwUDGqHdc7kE2p+B/+c4cPvfDGFga+OePnil4rnKoptQTyB8fl8tVcgUB+TG6CIsF40ZNCNUDu5CuemxxuHrIebPZjx/Lsmhvby8QAUuVYvI8D03T9EgfY45xvQTwWsVyUBQFl6sfLlc/Ojpep9+ek3cgCEEI6endLOMgMpk55ORNJBI/RCLxQ/2+NO3ddRdfAOfN5xi73aOgafOfm1S7+tMupLOxArY4bHNiIXEFxz1ZU1UVsVgM0WgUPp8PDz/8cFOX6baaOGyMYihX0DAW+jidTkxNTTXdqUpoJXH4sBNNnucRCoWwubmJ0dHRuiyTPg6tJg4LgoBgMIh4PF7R8SbiCBGFyXOXI1xQNIXhyU4wDA3apSElbkOlszh9th+nz/aDa3PB6TGXy7eZHNSWTgQ3kgPL8zwcDsc+h7Hb7a64BJC4UgOBwJHFZjaNIZPJIBwOY2NjA6Ojow3LvD8upVxyxZEqq6urJSc8/H5/xe9fckyMx4aMUaqq4onXDEJRgf/17+fwme/HQFMafv3GIADsm9w66PjW0gV70AoC4iBMpVLY2NhAOp2Gw+HYl2FshmXn5WAX0lWPLQ5XDzGIWPG9d1gpJhkfNjY2MDs7i1wuV5BxTkTjWkzo1juz2cG2oy1wA22BG4bfKUIUw3uxFOlpCGIEqppGiv9HpPh/1O9LUQ54PGN66R23Kx4zTONW05TDcZzDw8PDddgiG5vaYYvDNi3LUScQZGCXZbmqZX9GAZJlWUxOTqK7u7vpJy6tJg4Tt225+0TyNGVZNpVTldAK4jC5uCklrkqShEgkopfNPfbYY03PWS2F1V8HIg4TV2gsFtNjbMo93rXIFb717mFEIhGsrq5i/MoZnD179sQWNVUDwzD7XEZGwdgoKLEsu89hfJDgtrW1hWAwCEVRcPHiRVN8N510VFXF/Px8S5UAHiSIEjGUTHiUev/6/f6KBdFiwfif3TkLFRT+t7+fxae/twAXy+C9rxnQxzYjxfnFxqzhelHKRagoSoFgPD8/D57nwTDMvgxjjuNM97m1ncPVY4vD1WP1IudijMV3xRnwxGFcXHxXPD44nc6KxoejMofrAcN44PNNwueb1G9T1Rwymbldd/FelrGi8Lt/n0ZcvzcFt/uMnl9Msowdjs5Sv64h2JnDNq2MfQVnc2JhmLyjrVJx2FjoI8syzp07h4GBAdOcwLeaOAyUV0qXTCYRDAaRTCYxNjZmWjeW1UVJYM+VZdwPY4RHR0dHU8vmysHqzmGKorC2toaXXnoJfr8fjzzySNnL1YzZnuRilQgn5aIoCmKxGGZnZ9HV1dXwrNRW5iDBmOd53WE8MzOjC25GsdjpdGJ+fh5bW1uWcqW2OvF4HMFgEDRN4+rVqwViaqtxkEOevH9TqRRmZ2d1QbQ4kqJSQfSpOyOQVQ2f/m9z+KP/bw5upwNPXB/SV0MYc4yNKyTI95eiKFAUpUA4ricMw6Ctra1AJDAuO0+lUlhcXATP5zPaix2EXq+3qZ9p2zlcPbY4XD3VRMtZjYMyzskKDTKptLa2BkEQ9BUIRtH4sAm3ejuHy4WmHeC4c+C4c+jGPwFAcoyXkdYjKfJ/5nIbyGTmkcnMY2vrWf05HI7evLvYuycaO52NuRa3M4dtWhlbHLZpWY76gqAoCizLVpQ7vL29jVAoBJ7nTStAtqI4fJhzWBRFveV9eHgYV69eNXWeZiUuaDNjLKUzls2ZKcLjMKwsDm9sbEAQBORyOVy+fBk9PT11yxUu9Rzr6+sIhUJwOByYmppqaozOSaGUoGQU3BKJhJ41TVEU2traIEkS1tfXEQgELLNkvdUQRRHBYBDb29sYGxvD0NCQ6c4ZGsFBgqhRMI7FYuB5HhRF6UIHmfQ4qrjptx4bQU7R8NkfzONj3w6DZSi8+9rgvscQoTgejyMcDuv5nsaJTjJRVuw0riellp2rqgpRFAsyjMPhMFRV3ecg9Hq9DRN9bOdw9djicPWYRdhsBqVWaBSvQCDjJ03TBfnFxgmlarNyG0E+x3gQLtcgOjvfoN+ey20VRFKkhWlkszHkcuvYSaxjJ/E9/b4MEygoveO8F+Bxj4Ciait3Hcc5bIvDNmbHFodtTjQOh6Msoc6YnzoyMoJr166Zdul0K4rDpZzDxuX0fX19uHPnDjweT5O2sHxawTkM5Pdje3sbr7zyCiRJMp2D/iis+DrwPI/p6WkkEgm4XC6MjY2ht7f3yMcZRWGSMVxNhEQikUAoFIIgCDh37pzpIltOGgzDIBAIQBRFbG1twePxYHJyEgzD6A7jubm5mjk0bcpHURTMzc1hbm4OfX19uH37dlXxVa0MTdO6+EswOmiTySSWlpYwPT0NTdMKBGMifBgjIj70urPIKSr+848X8NFvhUCBwgN9PqzzWbS5Hbg04AeUnH4uR8R6AAWTZsbxktAswZgsO+/r69O30ygYr6+vIxqNQlEUeL3eAtHY5/PV5Ty1ljnNJw1bHK6eVouVOC6HrUAgovHKyoo+oeT1eqFpGhwOBxKJRF2L72qJw9GJ9rZbaG+7pd+mKGkIQsgQSTENUYxCUZJIpV5AKvWCfl+KcoHjxg05xhPguHOg6eojnWRZrvh6U9M0pFIpWxy2MT3mVLdsbBrEUc5hURQRiUSwsrJi6vxUI7Uq2jMTRrctWc4ejUbR3t5e0XJ6M1BORIbZSafTyOVyCAaDGBsbM13ZXDlYyTlszHE+ffo0Jicn8dJLL5X12FrkCmcyGUQiEaytrWF4eBhTU1OmnRw7SZAoHVEUce7cOfT19emvbbHgdphDkwh0tmB8fEjsVDAYhNPpxMMPP2xnDFaA0UE7MDAAYK+4iUx4kJUqiqLA5/MVTHj87utGkFM1fOn5RXzkW0GM93Do4JygAHQ6FdwIJHFxuBe3bt3ady5n/A4zxu4U/0lohmBMURQ4jgPHcSVzSlOpFLa2tjA/Pw9JkgqKrYhgfNyVVXasRHWQ72CrnSuZhZMQK3FcjONnf38/gMIJpfn5eWQyGdy7d08vvitehWDmlZcEhvHC75+C3z+l36aqOYhitCjHOARVFZBOv4p0+lVs6Pem4XGP7LqL90Rjli3vWtLOHLZpZeyrO5uWpZyT14Ocw5IkYWZmBrFYDL29vbh9+7ZlWt7JF1YrnUgREX95eVlfzn716lV0d3c3e9MqxoqOVYJRpGQYBhMTExgcHGz2ZlUFwzCmF4dJgVU0Gt2X43yUuG0UNIjTq9LxgORIz83Nobu7G7du3bKEO7/VIZ/DlZWVssT6wxyaRHBbWFhAKpUqEIzJn16v1xaDyiCdTmN6ehqpVMpyKynMjLG4qVjwIBMexEEryzJe6+fwXAeL8LaMyIaAhwdUuJHFTALwerrxyw8+CPaIsZCMlVYRjEvllBoF40QigcXFRWQyGbjd7gIxiBRblYstcFYHeZ/YY0J1nORYieNgnFCKx+Pwer0YHh6GJEkFxaFLS0vIZDJwuVz7coxdLpfp37c07YDXOwGvdwJkFNQ0FdnsQl4sTgd14ViWtyBmZiBmZrC59Tf6czid/YZIirxo7HD07tv3asRhTdPszGEbS2CLwzYnmmLnsLFUq62tDTdu3LDcLB85ecrlcpaYAS4HRVEwOzsLiqJw/vx5Sy9nt6I4XKps7pVXXrH05ENxoZ6ZILm+xgKr4omQg8ThUrnClZbNaZqG1dVVRCIROJ1OPPTQQ/YJrQlQVRULCwv65/A4JYBGhxGZ4DEKxqQUK5VKAUBJh7GVP/+1RJZlzMzMYGFhAYODg5icnGyZ716zYhQ8jJELmUwGSxvb6Jqex3ZGAc8LSAfvQ+oZQH9PL2bjAn4aWcHVs70Vv0blCMalIinIYxspGAOAy+WCy+Uq+O4gxVbkZ2VlBaIo6oJQsWBc6nvDdg5XB3lP2ONmddixEseHCOz5fN/S44Mxx3hjYwPpdBoOh2NfjrEVVhlRFA23exhu9zC6Ot8MIP89kctt7ArFQT2WIptdgiStQJJWsL3z9/pzsGyHIcf4AjhuArKSq1gcJj0h9rm0jdmxxWGblqUS57CqqlhaWkIkEoHL5bJMqVYpSNGeWYWvSiDLpre3t9HR0YFr165Z/uTQSoV0h5XNWVHkNkLEVbPlJ5JisXQ6jXPnzmFoaKjk9lEUVSBA1DJXOBgMIpPJ7IsqsGke8XgcwWAQFEVhcnKyLt9PB5ViGZf0Ly0t4f79+wBQ0mF8koQPMokSCoXAcRyuX79ecOxsGgtFUfB4PPD4NSjaAlho6Mhtg9UUaOuLgJ+DqHrwajCCnfmfwePxFLx/K3XQAtYTjEsVW8myjFQqpYtC6+vruiBULBi73W7TfWdaBVscPh6ttBqyWRzlvnY4HOjo6CgoGSbFd2R8WFhYQDqd1ld0FBdjmv01oigKTmcvnM5etLc/pt8uy0kIQrBANBbFWcjyNpLJ55BMPqffV9NcWFkZQ1q4pGcZezzjoOmDvz+SySQA2OKwjemxxWGbEw3DMEgk/n/23jxKkqu+8/3mnpVL7fte1VXVXV3d1ftW3ZKAwaySAHGeN4Y38/BDjxljGBYJsAFJGAYkgTG2OR4PD+bgA2+wPcYggZDB2BarLDFCAnVV7kvte2VmRO4ZEe+P6hsdkUtV7hmZdT/n1CkpOyvXGxH3fu/39/0F8dOf/hSCIGB6eho9PT11P/Gt96Z00WgUTqcT6+vrGB4eFl1q9S4MA/tj7qCca6Wwu7srioRTU1MZJdJKdt7mAxlLSlnoxmIxOJ1OMSrgsKaXUudwuXKFnU4nNjc3MTo6Wpc50o1IOByGw+FAIBAQG2hVc/FFOp9bLBZZBqzUYby6ugq73Z7RNKyRBWOGYWCz2RCNRjE1NUU3URRCIBDAz3/xMhY2k2CTAAx9aNWroGV3sOxbQs/Ecdz9ymto1kMcv2TTIxqNwmg0ZgjGhfaZyCUYA5Cdp7MJxkQoJmOpGseOVqvNKQgRB6HP50M4HBZdhyaTCU1NTXXjIFQCxHHdiOfDakBjJUqH47iCHa+5Gt9FIhFxU4lUmlWzMWa50Wqb0dx8Cc3Nl8TbeD6GSMR1y11sRzhiQzTqBM/HEIvPI7Y5L95XpdLCaByH+Za7eD+W4jg0mv0ouGAwCJPJRKuKKIpH+UcrhVIhdnZ2sL6+jmQyiRMnTlR90V1JDmu0p1SSySQ8Hg/8fj96e3txxx13oKmpCU6nE7FYrNYvrywo3dVNxKjt7W2Mj4/nFAnrIbP3IMixXms3ColM8Xq96Orqwo0bN/KKCiDiMGk+SUThYnKFfT4ffD6fmK9uNBbfxZlSHqRRBf39/bh+/XrBrsZKoVKpRMGYkK1pGBGM05uGWSyWur3WJpNJuN1urKysYHh4mDZnVAiJRAIOhwPf/tUG/t6nQSwFaNTAeIcFgx2nsOjyIM4wML/8T4j6m9E5M4vOzs6skQvSMRyJRMTIBekYLjSDk4x36bgn108SAUQE4/T5Qbq7uBrHTi5BKBwOY2FhAYIgYHl5WWxsmd7UisbOZNJITaJrAY2VKJ1UKlWWz1C6aUwgsT7ZGmOSjSTpeUIp85mDUKuNsFhOwWI5Jd7G8yn86Ef/C1NTRqQ4z75oHLaB44KIRh2IRh3AzpPi/Q2GIZhMxxEMmXHHHW1IJLZhNHbX4u1QKHlBZ7SUhiXXxD0UColOrLa2NgiCgOHh4Sq/uspSb85h0njL4/GgubkZV69elTVPqrf3cxBKjWOQNpsbGBjAnXfeeaBjSqnvI1/IIq1WArc0ssNgMODixYsy59Zhf6tWqxEIBLC5uYmWlpac+ZCHPb/L5YLRaMTFixfrLl+9EREEAaurq3C5XDCbzXUTVZCraRgRjBmGwfr6OpxOJziOEwVjIrhZrVZFCyeCIIjRU+QaVS9NahsZIlL+yubC3/t1eHZVDUDApeEW/O7lQby0HMRqMI4zp4/D7PgxTC8v4HtfeBRvfN9HMDB9SvZYB0UuENF4Y2NDjFyQjt/m5mYYjcaSBWPgtlgsFYzJ/xNqIRiT2Bmj0Yj29nYMDg7KHISkioBlWQiCkLXk/CiLe1QcLg2O46jrskQq6b4WY32amtDdfVv8jMfjsioEknOu1+tl5weLxVLwObQWCIIKPN+Nzs4bosAtCAISiXWx4R2Jp0gk1hGPLyEeX4JaDTzwoAE//dk16PVdsFpPwmo5Ccut301Nw1Cp6PmBUnuoOExpaFQqlZi/GYlE4HQ6sbGxgeHhYczOzmJ7extLS0s1fpXlp17EVCJQOZ1OaLVanDlzJqPxFqB8t20hKE1U5TgOi4uLcLvdYrM5qRsgF0p7H4VCSndr8R729vZgs9kQj8cLarAoFQq6uroQi8XgcDhk5dDSn1wLqUAgALvdjkQigampqYaI0mkEpN/LiRMn0N2d2SW7nsglGEejUdGdubGxkSEYSx3GShCTAoEAbDYbkskkTp48ia6urrr+XhoFks8+vxXHXzt02GCT0KpV+INXjOEdc8PQqFV4zXQXkpwAnUYFPjWBf/ziLvwvvYCn/vRRvPEDf4j+qekDnyNX5IJUMN7e3gbLstBoNBmRFMVELmSrAJHmGKc7jgnS5qOVjC+QNqSTOgjTj3HyGW1ubsLtdosl5+mCkBKO8WpAxeHS4DiOVjWVSDGxEqVCGt9J+ySk55xvbW0hEolAo9FkrUJQ0vWWrK2ln+N+g78+GAx9aGt7pXh7MrknCsULtu8jErGju5tHIrGFnZ1nsLPzjHhfjcYCq2V6Xyy2noTVMgOzeQJqNd0QoVQXKg5TGp54PA63243l5WVZVAFQv/ELh1EP4vDOzo4ohExOTmZk2kqppyZuh6EUUVXaTEmr1RbchLHeM4cBeW5vNYhEInA4HNja2sLY2BjGxsbyXhhLc4UBoK2tTXS4JZNJUWxjGEbMz0xvuKTX6+H1erG9vY3R0VGMjIwcmYW5konFYnC5XGLecyN/LySv1GQyobe3F4BcTAqFQtjc3JTlF0o3PKopJsXjcbhcLqyvr9McbgUhVrmsrOHnTCv+7mYEvMBhuL0Jj7/lJE4P3K46UqlU0Gv35xUanQ6v+f334+kvPI6lmy/hqc9/Gnd/4KPonZgq6Pk1Gg1aW1tljYV4npcJxn6/X4xcyNa4sRjBmDy39DmlgnG2HONKCMakciUX0mO8p6dH/BtpyfnOzg68Xi+SySRMJlNG47tGjGqh4nBp0FiJ0iBzSCV8hrk23cLhsCgak9gaAKJgTH7XsgohlUrlHeGm07WhpeUqWlqu4rvfTeHppxN46ql/AMvawDDzYNh5MMw8wmE7OI5FIPg8AsHnxb9XqfSwWCZhtcyIorHFfAJaLa1aolSOxrv6UigS3G433G432tvbce3atYzyXJ1O1zCioxQli8MMw8But4sNloaHhw+9yFPncHkhztVczebyoREE+2qJw6lUCm63G36/H319fbjjjjvydsDk02xOp9Oho6NDJu4nEglRqAgGg/D5fGLeXFtbG9RqNYLBIKxWKy3VrBHEtU/ypufm5o6kM+ogMYlsemxtbcHtdiOVSomCsVR0K+dCked5LC8vi3OHubk5cUOZUjtI5IrT6URca8FXfM349dp+B/g3n+nFH71uEmbDwcsarU6P173nATz1p5/BysLL+O6ffAr3PPBxdI8dK+m1qdXqnBm9ZNNueXkZDMMAQFbBuFDh8DDBOP03oVTBWOoczpdsJef7pdgJUTAOBAJYWlpCPB6v24zSg6DicGnUuj9EvUPOBUoQh7NBKi+kkYI8z+esQpBuKpHzRDU2lVKpVFHPEwwG0dzcDI3GhJaW82hpOS/+G88nEYl4wDA3RcGYZeeRSjH7tzE3gTVybxVMpjFYLbfEYusMrJaT0Ovbsz4vhVIoVBymNDQ6ne7ALE/qHK4e0WgULpcLa2trYqxHvpP9RhAiCbV8L/k2m8sHJYjcpVJp9zPJw3Q6nTCbzbhy5Ureub7pWZPpXewPQ6/Xo729HbFYDMFgEBaLBWNjY1CpVKJgvLS0hFgsJjqMpRmaVDCuHIIgYGtrS+bazzdv+qggFZOyuQ9JOb/H40EymcxwGBcrGO/u7sJut4PneczOzhZUTUGpHKFQSIziWdb24ws/WUc4wcFq0OLhu4/j9TP5N/jR6vV4/XsfxHc//2ms2Rfw5Gc/iXsf/Di6RsbK+ppJRq/UlCAIguiOkzZu5HlevC8Zv8W45KshGB/mHM6X/VLs/ZJzaZyYVDBmWVbMKCWNAaU/hWbt1xIqDpeGUlyv9QqZ69bTZ6hWq8VoKmmlUSwWEyMpdnd3sbi4iHg8DqPRmBFbc1DvlGIoVhwOhUKyahMparUOFssZhVUiAAAgAElEQVRxWCzH0Yf7AJD3ubTvMJaIxonEJiIRDyIRDzY2vyM+hsHQezvD+FYshdE4UDfnR4pyoOIwpaEZGRk50Bmo0+nAcVzDTdp0Oh3C4XCtXwaA/ZJ3j8eDxcVFdHd348aNGzCZTAU9hhLF7mKphaiaSCTgdruxtLSE/v7+Q5vN5UMjxEpoNJqKOYe3t7dhs9nA8zxmZmbyzo8tVRQm7O3twW63I5lMZuTXpjuMibNNKhgTV4ZUcGvEUt9qw7Is7HY7GIbBxMQEBgbo5D1fcrkP4/G46DAm5eqJRCKrwzjXGCb53WTjbHh4uKHmBPVKMpmE2+3GysoKOvuG8LdLCTx1cwUAcH6oBY++5SQGWgt32+sMRrzhvR/Gd//kv2LdZcd3PvtJ3PvgQ+gYqmxzYpVKlTWjV9rUTZrDLd30IIJHJQTjbJEU5G/TBeNinMOFoNfrMyphksmkrKnVxsYGIpGI2NRK6jBWalOrRltnVBsaK1EaHMdVNIu8WkjnAV1dXeLtuTaV0s8RFosFTU1NRZ8jis1tDgQCsmanh7H/PofR1DSM7u7XibfHE9tgmZuSWIqbiEb9iMfXEY+vY3vnn8X7arUtsFqmYbXOiI3vTKZxqNV0Lk/JDR0dlIbmsJM/OcGnUqm6L1mTogSnLc/zYqMzq9WKy5cv5+2aTKeRYiWq+V54noff74fb7UZra2vWaJViaRTncLnFYSL+7e3t4dixYxgZGcl7Mp7ecKgYUZg03tzZ2cHY2NihsS16vR6dnZ0Zzi0itpFSXyIYS4UKKhjnj1TkGhwcxOzsLHVnlwGVSgWj0Qij0ZghGBN35u7uLnw+nygYp7szV1ZWjny0h9KQNqu1WCxoGprBB5/2YiUQg0alwu/fNYp33hiBRl28CKhvasIb3vcRfOdzn8Smx4UnHv8E3vShh9E+MFjGd3I40saN6e44snFHYlWkLvl8Nj1yUYpgLL1ftYQmnU6XNaNUKhj7fD6Ew2FoNJoMh3EpYlC5oOJwadBYidIgzutaHweVItumUiqVEs8RLMvKzhHpOcYmkymv8UXi2QqFYRiMjZVenWLQd8LQcRc6Ou6SvCYGDGvbF43ZhVs5xk6kUkHsBZ7FXuBZ8b5qtQEWywmJy3gGFvNxaDR03kPZh67qKEcacqFsNHG4lk5baaMzjUaD2dlZdHZ2ljQhIQ7PRphck/ciCELFJmnpzebOnj0rE//KQSVdt9WinO5nqTt7cHAQp0+fzvuckk+u8GGkUil4vV4sLi6it7cX169fL9odfphgvLe3B7/fj3g8LhOMixUqGhme57GysgK3243m5mZcvXoVZjNtJlJJpIKx1FkkdRjv7e2JDbFUKhXa2tpgtVrFjulUuK8dDMPAZrMhGo1iYnIK33LG8N+esoETBAy2GvHYW07i7FBxG83pGEwm3P3+P8QTj/8xtv1ePPn4J/CmDz+M1t7+sjx+seSKVUnf9JCeh9NzjAsdw7kEY2BfWCLNnePxOAwGg2yOmV7hUo15mkajych5lja1YhgGi4uLCIfDomNbKhjnKwaVi0aYv9YS6hwujWJFzXpGq9VmbR4qPUesrq6KWfBk85iIxtmifUrJHM4VK1EqWq0Vba2X0NZ6SbyN5+MIh123HMY3b+UY28BxYYRCLyEUekm8r0qlgck0Dqtl5laO8b7LWKcrz3WWUl/QFRyloTlMYFGpVA2ZO1yrRns7Ozuw2+1IJBJlLZkmF+JGcA6QiUaxpUmHIW02Nzk5WbGy9UZwDpdD4JY65FtaWjA3NweLxZLX35YjQkIQBFF8NJvNuHz5ctnc4VKyCcbpYhsRKsrhbGsEpPm1MzMzMqGSUn0MBgO6urpgNpsRCoUgCAImJiZgNpvBsqzMJS/N4S5WbKMUBmncuby8jKGhIXSPTeNDTzrwwlIQAHDvbA8++vopWA5pOlcoBrMF93zwo3jisU9gZ8mPJx7bF4hbunvL+jylctCmh7T5qHQMpwvGhZog1Go1BEEQoy7a29tx9epVGI1G8bpFrmPp84FaCcbZmlpJYztWV1fBsiwEQcgQjItpDJgvVBwuDZo5XBqVWnPUG7my4Mk5gmVZbG5uyvoZSM8T8Xi86MzhYqtni0GtNsBqnYHVOgPg/wAACAKPaNR/q8nd7ViKZHIX4bAT4bAT6xvfEh/DaBy45TCeuZVjfBIGQ2/Dus8p+9CzBOXIUyshtZJU2znMMAwcDgf29vYwPj6OkZGRsk7iyGOlUqm6X6BL30s5J2rSZnNjY2MYHR2t6ESwETKHS4mVIE3FbDYb1Go1Zmdn8xb/ypUrTMRHjuMwPT2Nrq6uqk7aiNiWy52ZXs5fjoZh9UA0GoXD4cDOzg7Nr1UQHMfB6/XC7/ejr68P169fF8UyEkkByF3y2Ro3SrO46/16pASI+OhwOGAymXDlyhX8yBfGw19+AWycg1mvwcffOIV7TldOrDVarLjngx/Dtx99GHury6JA3NyZf6O7WpGtqVsymRQjKUKhEFZWVsSmbukbdwaDIed1g2EYLCwsIB6P49SpU7JzvfScRq6j+QjG0tzTapwX1Wr1oTnP6+vrcLlcYs5zelOrclyrqDhcGo1gDqklVFzPjTTahyCt1GAYRtw8jsfjYnSjVDQ+rDlmMBisqjicDZVKDZNpDCbTGHp67gZw630mNsCmNb6LxZYRi60gFlvB1vYPxMfQ6dphtZyUOIxnYDKNQqWix2ajQMVhSkOTj1DSiM7haonDsVgMTqcTa2trGBoaKqiUvhBUKpUicpTLAREBKxFnUK5mc/nQCM7hYgXuUCgEm80GhmEwOTmJwcHBvBYtgiAAgBghQV5DoYJuOByG0+nE3t6emCuslEXTYYJxtoZhjSIYS8XHUqM9KOVDEARsbm7C4XDAYDDg4sWLBy7ScsWqEKFNKrYZjcYMh3EjRVRVmnA4DJvNBpZlMTU1BWtbJz71tAvf/tU6AODsYDMee8tJDLY1Vfy1NDU3494HP45vf+ZhBNZX8cRjn8CbP/QwLB3ljWSqBjqdLmtTNyJ0kKZu4XBYbNiUHg3k9XqxtLSEkZERjI2NHXhuziX2SvOJ0/+bQATjdOG4khyU80w+n+3tbTF6Jr3cvJhqGCoOFw8ZN/U8P6g1RzFWohRyVWq8/PLLUKvVYsURaY6p0+lgtVqxubmJlZUVXLp0CdPT09BoNBAEAaFQSJaZrhRUKhWMhl4YDb3o7HyVeHsyGQJ7SygmsRSRiBvJ5C52936C3b2fiPfVaEy3coxvx1JYzJNQq+n8tx6h4jDlyEOdw4WTTCZFEaSrqws3btyAyWSq2PMBtCldOpVsNpcPjZA5XOh7iMfjcDqdWF1dxcjICM6dO5e3c7AcucLkuFtaWspwPiqZbIKxtNmSVDAmC+96EoxJxrfT6YTRaDxUfKRUD9IgkmVZTExMoL+/vyh3fbZmN8SdScZxumAsHcf1cJxWE47j4PF4sLi4iIGBAczOzmJ+I4L/+KX/jaW9KNQq4F13jOJdd45AW0VBzdTSKgrEwc110UFsbsu/y7xS0el0aG9vR3v77ffCcZy46cEwDNxuN1iWBbA/T+nt7YXFYkE8Hi+qqVs+je/SxWKgdoIxyXmWNrckG0MMw2Bvbw+Li4vi55He+O6g+QAVh4uHjA+lzwWUDHUOlwee59HS0oKhoSHxtlQqJeYYP/vss/jSl74Er9cLnU6HiYkJzMzMwGg0Yn19HclksuSKo729PbznPe/BE088AQC499578ed//ucHZhrnOnc/9thjeOCBBwAAr3jFK/DMM8/I/v23fuu38I1vfAMAwHExhMMOmcN4P8c4gmDwBQSDL0ieTwuzefJWLMX0LeF4Glpt9daplOKg4jDlyNOozuFKNHCT5qtarVZcvny5aiJIoziHgdJct9VoNpcPjeIczkcc5jgOPp8PHo8HnZ2dBW2GpC+CiShcyCJb2tSMHHfV3AioBMSRIV2ESx3G6a4tqVisJME4FArBbrcjGo1icnISvb00j00JpFIpeDwesUHk7Oxs2SMgDnJnknG8uroqK+eXisZH0VWe7uK+fPkyTGYLvvRTP774rz5wgoD+FiMefcs0LgxXpnnPYZjb2nHvgx/Htx6VC8Smltq8nkqi0WjEhk3RaFTsVzA8PAy9Xg+GYeDz+cCyLDQajXj+JePYbDZXTDAmvwm1EoyzxXZIBWNSSRCLxWA0GmXuYhLbQd4jFYeLg8w16edXPDRzuDxkiwTUarVic8x3vetdeNe73oVYLIYXX3wRv/jFL/Diiy9iZ2cH73jHO/D2t78dp06dwvnz53Hu3DmcO3cOs7OzBTUq/t3f/V0sLy/j6aefBgDcf//9ePvb344nn3wy59+sra3J/v973/sefu/3fg9vfetbZbe/853vxCc+8Qnx/5uablftaDRGNDfPorl5VryN51OIRL0ZsRSpVBAsuwCWXQDWIXm84bTGdzMwGGg/DiVBzxKUhiafSWujOoeB/YtYORxLUkFSo9FgdnYWnZ2dVRVBGsk5XKywWq1mc/lAIhkEQahbMeywWAky7u12O/R6PS5cuCBzXR1EuXKFSZNHQRAwMzNT9eOuWkhL+HIJxltbW3C73UilUhmRFOXKhcyXRCIBl8uFtbU10UVOF161RxAErK2twel0wmw248qVK3k3iCwH2dyZUsGYYRisra0hEonAYDBkuOSNRmPVXmu1iUQisNlsCIVCmJycRH9/P9ZDcfz+X/8Sv1jcbzr3hplufPyNU2g21jbL2dLRue8g/vRDYsTEmz70MJokjc4aBbLp7/F40NPTk7Uihed5hMNh8Vy8tLQEhmGgUqmyCsaFinj1JBgDuSsJSEMrEtsRiUTE2I5EIgGj0YhYLHZgzjMlE/KdU3G4eKhzuDzk2y/GaDTi6tWruHr1KnZ2dvC3f/u32N3dxfb2Nn75y1/il7/8JZ544gk88sgj2N7extTUFM6dOyeKxnfddVfW51lYWMDTTz+NZ599FleuXAEAfOlLX8K1a9dgt9tx/PjxrK+HxOcQvv3tb+OVr3wlxsfHZbebTKaM+x6EWq2FxTwJi3kSvb1vAkAielbBsvLGd/H4OqLRRUSji9jc+p74GHp9l9jwzmKdgdVyEk1Nw/QcWSPoSoZy5Kl287ZqQESocojDpOlVrQXJo+wcjkQisNvtVWs2lw9kklnP4vBBsRKBQAALCwuIxWKYmprKuxxdKgqXmivscDgQCAQwPj6OoaGhI7cwyiUYk1zIWgjGPM9jaWkJHo8H7e3tuHbtWsUjdSj5IXVxHz9+HD09PYo4N2UTjFOplMxhLM1/zeYwVsL7KBZSeeHz+dDf34/Tp09Dp9PhH+c38dB37AjFUjDpNfjY66dw76wyvjMAaO7sxr0fegjf/vRD2FtdxpOf/WPc++DHYbTUd9WGFLLhLAgCzp07lzMTU61WiyLwwMAAgP1zYSQSkcWqMAwDQRBgsVhkY9hisTS8YJzrOCdi8fLyMoLBIH7+859Dq9XK3MVWq7Wo2I6jAmlGRz+f4qGZw+WhmGbiwWAQGo0Gzc3NaGtrw+TkJH7zN38TwO0N7RdeeAG//OUv8bOf/Qxf/vKX8etf/zrrY/385z9HS0uLKAwDwNWrV9HS0oKf/exnOcVhKRsbG/jud7+Lr371qxn/9vWvfx1f+9rX0NPTg9e//vV46KGHCq5U3I/oGUBT0wC6ul4j3p5I7IJlF2QO40jEg0RiCzs7z2Bn53akhUZjEQXjfZfxDMymY1CraRPgSkPFYUpDk69zOBwOV+HVVA+VSlWy6M0wDBwOh9j0anR0tKYTi0YS8fMVh9Obzd1xxx2KcZaRsVDPHaSzOYej0SgcDgc2NzcxOjqKsbGxvCeC5coV9ng8WF5exsDAAGZmZmheqYRcuZAkwzhdMM6WYVzseN3e3obdbodarcbs7KzMNUapHeQ8ubq6iuHh4bpwcWu1WrS1tcnEOCIYE9E4V8OwehKMt7a2YLfbodPpxCzucCKFR56w4Zsv7pe5nu634vH7ZjDcXvmmc4XS0t2Lex58CE88+jB2lvx48vFP4t4HPwaDuXpu9EqQSCTgdDqxsbGB8fHxopqaqtVqWCwWmTNfEASZYLyxsQGn0wmO4zLOxcVs3uUjGEs3aNP/ttqCsVarFWM7gsEgrFYrBgcHxXxShmGwuLgIlmVlAjz5MZlMdXGcVxrajK50OI6jc8kyUEw8RzAYRHNzc9bzjkqlQn9/P/r7+3H33Xcf+ljr6+vi3FdKd3c31tfXs/xFJl/96ldhtVpx3333yW5/29vehrGxMfT29uLll1/GRz7yEbz00kv4wQ9+kNfjHoZe34729utob78u3sZxEbCsbd9hfEs0ZlkHOI5FIPAcAoHnxPuq1XqYzVO3HMYnb4nH09BoqEGjnCh79kyhVIFGEh2lFPu+YrEYXC4XVldXMTQ0hNOnTytiQtFosRIHfTe1bjaXD1JxuNxZntVCrVYjkUgAuJ1R6vf70dPTU5AQn95Up5jFJ8/zWF5ehsfjQXNzc9XL4esZqWDc09MDIFMw3tzclAnG6RnGB31fUhf3sWPHMDg4WLcbIo2EIAhYWVmBy+VCc3Mzrl69WlBun9LIJhhLG4aRjQ+WZaHT6TIcxkajUTFCUjQahd1ux97enqzi6OXVEB745jz8u1GoANx/YwT/+a5R6DTKPZ7a+vpxzwMfx7cffRjbi15853Ofwt0f/BgMdVgxQFxqDocDLS0tuHbtmixTslRUKhXMZjPMZjP6+vrE54xGozmrPaSRFFartWDhJZdgDEC2WZtNME6Pe6rkeZ1sGBMHYbMkooTEdpBYCuLCBpDhMC4mtqPeoZEIpUMzh0tHEISiHNjBYPDQ/jwPP/wwHnnkkQPv8/zzzwPIbnwrpIrzK1/5Ct72trdlrHHe+c53iv996tQpTE5O4uLFi3jhhRdw/vz5vB67UDQaE1pazqOl5fbj83wS4YgbLCONpZgHx7FgmJfBMC8DYoSyCibTmMxhbLWchF5f/01kawU9S1AaHpVKJZZ3Z0On0zVcQzqgcHE4lUrB6/XC5/Ohq6sL169fV9RC+yjESgiCgI2NDdjtdmg0Gpw5cwZdXcoM6icOnHoW7Mn3sLy8DKfTCZPJVFCTxWy5woU2mwP2HakOhwPA/oSsFg0GG418BON0V1t6JAXP82JTs/7+/qxZnJTaEAgEYLPZkEqlGjqLW9owjEAEY6nYFg6HodVqZWJxLQRjnufh8/ng9XrR29srHjO8IOArP/XjC//iRYoX0NtswKNvnsal0ewxBkqjfWAQ9z7wcTzx2CPY9Lrx1Oc/jTe+/w+hL6OwWmlYlsXCwgKi0ShOnjyJrq6uqowNlUoFk8kEk8kkOxeTPHmGYbCzswOv14tEIgGTySQbx1arteANaCKeSkXUXIJx+hymUoLxQQ3ppK5hAnFhk2N9fX0dTqcTPM9nFYwbWTyt5wo1pUBjJUqHVCcUKrKHQiG0tLQceL5997vfjd/+7d8+8HFGR0fxq1/9ChsbGxn/trW1JZ5fD+LHP/4x7HY7/uZv/ubQ+54/fx46nQ5Op7Ni4nA21GodrJYTsFpOoK9vv2GeIPCIRpf2ncUSwTiR2EQk4kEk4sHG5nfExzAYemG9JRRbrSdhsczAaMwvHvCoQ8VhypHnqDuHSYam2+2G2WzGpUuXZAtRpdBIzuFs72Vvb0/My6x1s7l8OSiztx6IRqPY3t5GMBjE9PR03hml5coVZlkWDocDoVAI4+Pj1JFaYXIJxlJXm1QwBvY3D0dGRtDd3U1dNwogHo+L5fBjY2MYGRk5cgveXIIxy7LixofX6wXLstBqtTKRrbm5uWLZpjs7O7DZbNBoNLhw4YL4+jZCcXz4W/P4N18AAPCa6S48cvdxtDTVV8VJx9Aw7nngY3jisUew7rLjqS98Bm9830egMygj6ikXHMfB4/FgcXERQ0NDiohdyZYnD0AmGAcCASwtLSEWi6GpqSlDMC50o+4gwZhs8B4kGEsrgoq5ThcqcEpd2KRBFLlekRzjra0teDwepFIpmEwmmWBssVhq/j2XCxorUTrUfV06ZE1d6HEVCAQONZ10dnbmZQy5du0agsEgnnvuOVy+fBkA8G//9m8IBoOYm5s79O+//OUv48KFCzhz5syh97158yaSyaRYBVJLVCo1TKYRmEwj6Ol+vXh7PLGd5jC+iWjUj3h8HfH4Ora3fyjeV6ttkeQYz8BiPQmzaRwqFT0upDTGVYNCOQDqHM4Ocak6HA6oVCqcOnWqak6SYtBoNIjFYrV+GWVB6hyORCJwOBzY2toqOOO21hTaWE8phMNhscGf0WjE9evX8540lyNXOJFIwOPxYGVlBYODg2KDJkr1SXe1kUaEiUQCvb29UKlUCAaDWFpaAsdxMnGipaXlSJb41oL0RoBzc3NlLYevdzQaDVpaWmQLUKlgzDAMfD4fWJYVy9qlY7mUbNNYLAa73Y7d3d2M2JV/sm3hY0/aEIym0KRT4w9fN4X7zvYqdp5xGJ3Do7j7Ax/Fk49/Amv2BXzvC4/hDf/lw9AqtKJga2sLNpsNBoMBly9fVlw8VToGgwFdXV2yiqlEIiFu3pHGd9FoFEajMWPjw2AwFPR8ucReIhZLBWNpdBRQeOO7g5zD+SK9Xkkz9+PxuOgw3t3dhd/vF13YUrG4GBe2EqDCZunQz7B0UqkU1Gp1wccxcQ6Xg+npabzuda/DO9/5TvzVX/0VAOD+++/H3XffLWtGd+LECXz605/GW97yFtnr+Lu/+zt87nOfy3hct9uNr3/963jDG96Azs5OzM/P4wMf+ADOnTuH69evZ9xfKRj0nTB03IWOjrvE21IpBgxrk4nG4bATqVQQe3s/x97ez8X7qtVGWCwnRNHYYj0Ji/k4NBplb/pWkvpQICiUCnIUncO7u7uw2+2IxWKYmJjAwMCA4gWORvqeNBoNEokEbDYbFhcXFddsLl/qTRxOJpNwuVxYWlrCwMAAjh8/jo2NjbwmzNLFIRGFi8kVJgJXa2tr3WekNhKxWAxOp1PcpEl3pBLHFnFmppf4SiMpqGBcXnZ2dmC32wGANgIsgGyCMc/zMoex3+8HwzDQaDQZQtthgjHP81hcXITH40F3dzfm5uZEcS6S4PDo9134uxdWAQAzfVY8ft9JjHbUX05vOt1jx/DGD/wRvvPZT2Jl4WU8/WeP43XvfQBanXIEYqlgXy+VSLnQ6/Xo6OiQHffJZFImGK+vr4vNG9OjVYpp3pjt+p6t8V22DONcgnE5xOFsSF3YUlE9Ho+LDuNgMIjl5WXEYjFRVJf+KD0uicZKlA7NHC6dVCpV1GeYT+ZwIXz961/He97zHrzmNa8BANx77734i7/4C9l97HY7gsGg7LZvfOMbEAQBv/M7v5PxmHq9Hj/84Q/xhS98ASzLYmhoCG984xvx0EMP1d2mglZrRVvrJbS1XhJv4/k42LBzP5KCmQfD3gTL2sBxEYRCLyIUelG8r0qlgck0Dqtl5laO8b5wrNOV7ztUMvQsQWl4DpsU6nQ6pFKpgsLc6wGtVpvhiCZl7Ds7OxgfH8fIyEjdTBYaJVaC53kxY6+9vV2RzebyRa1W18V3QkRZ0riKfOZra2uHxmJkyxUu1C0sCIKYK6xSqajApSA4joPf7xez1ufm5rJu0kgdW9IS30gkIgoUa2trsNvtEARBXHRTwbh4otEonE4ntre3MT4+juHhYfoZloharc7aDEvqMF5cXATLslCpVLIxTLJNVSoVdnd3YbPZAADnzp2TNdGbX2PwwDfn4d2JQAXgHXPD+INXjkGv4KZzhdJ7bApvfN8f4juf+xSWbr6E73/xT/Dad38QmhrPp6QxYd3d3Q2bk67T6dDe3o729ttNh1KpVF5Z3FartaholVyN79I3jtNFYyIUk/lDtTAYDDAYDFlFdWmOcSQSgV6vzxCMixHVKwWNlSgdmjlcOsWKw+V0DgNAe3s7vva1rx14n2wV0/fffz/uv//+rPcfGhrCM888U5bXp0TUagOarafQbD0l3iYIHCIR/75QzCyIsRTJ5C7CYSfCYSfWN74l3t9oHMyIpTDo84sjrCfqQxWiUCoIOdGnUqm6LLfKhVRMjcVicLlcWF1dxeDgIO68886Cy+9qTb03pJPGeKRSKbS0tODSpUuH/6GCUXrmsCAI2NrakrkOpY2rDnr95RCFAYBhGDgcDjAMg2PHjtWFS/8oQMaGw+GAVqvF+fPnC85al2ZCkkw2qWAcCoWwuroqE4zThTY6FjKRCvZE4Kq361U9kUswDofD4jheWloCwzAAbl+Lu7u7MTo6Km5u8oKArz67hM//0IMUL6Dbqsdn3nwSV8fqo+lcofRNncAb3vdhPPX5T8P/0gv4wV9+Hr/xn95XM4E4GAxiYWEBHMfh7NmzMuH0KKDVatHW1ibbqEiPViFZ3MU45bNxmGBMYqg2NjYQi8WgVquRSCQKjqQoF7lEdeIwJjnG4XAYOp0uI8O4Unnlh0Gdw6VDYyVKpxTn8OjoaPlfEKUkVCoNzOZxmM3jQM89AG7F9CQ2bjmMb4qN72KxZfFna+v74mPodO2yxndW6wyamkagUtXv+YqKw5Qjj0ajgUqlQjKZbDhxmDivfD4fOjs7cf369botY69n53AgEIDNZkM0GsXExAR4nsfW1latX1bJKDlWgmEY2Gw2hEIhTExMYGhoKGNxkcv5nJ4vWGyusMvlwtraGoaGhjA7O9tQ55d6hmVZ2O12sCyLiYkJ9PeXr4NxPoLxysoKGIbJEIyJQHGUF8FkM6dYwZ5SHtRqtSgKDQwMyCIkmpqaYDabEYlE8PzzzwMAOJ0Z/2OBw0sbCQDAq4534JP3TKPV1NjnvIETM3jdex7E9/70UXhfeB4//O9/hlf/P++FuooiDIlLWl1dxdjYGEZHR4/0OUTKYT0WLKwAACAASURBVNEq2Zzy0nNyMedjqWAcDodhs9kQDocxMzOD1tZWmXBcSoZxudBqtTkbXBLB2O/3i6I6yS4mP6XklecLFTZLg4y3eqkUVSqlOIfpXKY+UKlUMBp6YTT0orPzVeLtyWQQDDsvi6WIRDxIJnexu/tj7O7+WLyvRmPazzGWxFJYzJNQq+vD5EDPEpSG57BJi0qlaqg8W+B2dMHGxgZaW1tx6dKlur8w1aNzOFezudXVVcWKqoWgRHE4Ho/D5XJhZWUFQ0NDOHv2bE5RVq1WyxZn5Wg2R0QUr9eLtrY2miusIJLJJNxutzg2qiXY5xKMw+GwWAK9srICm82WVTAmpfyNTCQSgd1uRyAQwMTEBAYHBxv+PdcLpEkjz/M4c+aMrExdEAQ8/asVfOIfPQjGOOjVwH1jPOY6tuB4OSZzZjaqU35oZhav/YMP4uk/fxzu55+FWqPFq9757oq/V0EQsL6+DofDAavVimvXrsFkqv9M50pzkFM+1/lY6jK2WCx5NZ/z+/3weDwYGBjAmTNnMkSlbBnG2XKMyTykmoJxLlGdfEYMw2B5eRksywJARtO7ch/rNFaiNMg8nX6GpVFsbnO5M4cp1Uena0F72zW0t10Tb+O4GNiwHQxzc180ZufFHONg8AUEgy+I91WpdDCbJ0SHscU6A6vlBLRa5cVKUnGYQsF+qVV6Pm89IggCNjc3YbfbwXEcTCYTLl++3BCL7HoS8IkItbi4iL6+voxmc0oUVYtBSZnDpBTd4/Ggvb09L5c8iZUoV64wiSnQaDQ4c+bMkSvrVSo8z2NlZQVutxvNzc2KEOxVKhUsFgssFkuGYCx1GC8sLACALI6ikQRjjuPg9Xrh9/vR19fXsBmp9UgikYDD4cDm5ibGxsYwMjIiE3xiSQ6P/8CN//mLFQDAiV4LPnvfSYx1mGRCmzRapVGbN47MnsNr/vP78f0vfg7OZ38CtUaDV77jP0FVofdGHKksy+L48ePo6Wm83MNqInXK9/f3A8is+FhbW4PD4QDHceI4Judji8UiCm+BQADz8/NQqVS4ePFiTlEon0gKJQnG0s9I+nojkQgYhgHLsmKjVkEQYDabZQ5js9lctDjJcRytvCoBsnZqhHNtLSk2tzkUCsnibiiNgUZjREvzGbQ0nxFv4/kUIlFvRixFKhUEyy6AZRewtv734v2bmkZksRQW6wwM+s5avB0RKg5TGp58Jsz1JDzmYm9vD3a7XYwu0Ol08Hg8DbNgqIdYCeIalYpQUncKoVHEYSVkDpMsZ1KKfu7cubybvalUKnAcJ2tIWWyusN1uRzgcFnOFG+W4q3d2d3dht9vB8zxmZmZk3dyVhlQwlgoUUsF4eXkZDMMc2CysHpBuZBqNRly6dCnruZJSfQRBwPLyMlwul9g0tampSXYf+waLD37zJtxbEQDAf7w6hP/yqnHotfviQ7aNj3ShjRyX6aX8+TgzlcjYuYt49bveix/85Z/C/tNnoNZocNd/uL+sAjHHcfD5fPD5fBgYGKBxRRUkV8VHNBoVIyk2NzfhdruRSqVgMpnEf+/v78fk5GTB300uwRiArKopm2CcPn+pxjGkVqvFY51APgPiMCafEcdxMJvNslgKi8WSlxOT47isjWIp+UFiOeplfqBUiomVEASh7A3pKMpFrdbCYp6ExTyJ3t43AdgfA7HYKlj25q1Iin3hOB5fRzTqRzTqx+bmU+Jj6PXdssZ3VutJGI1DVTt+qThMoaC+ncMsy4od3UnenFarxc7OTt2+p2wQIZLnecUtHKXN5tRqdUbjs3QaSRyu5fsIBoOw2WyIRCKYnJzMW5QlXXy1Wi14nsePfvQjmZutubk5r07dJMJifX0dw8PDOHv2LM10UwjRaBQOhwO7u7sYGxvD8PCw4s4b+ZBNMCZurfRmYemCcbFNlioNy7JiDufk5CT6+voU9xqPKqSpWSqVwunTp9HZKXewCIKArz23gs/9kxsJjkenRY9Pv2ka148dXCVxUBY3cRgT16HUmUk2PqxWa10cv8cuXgV//x/gh3/1Z1j40T9DrdHijrf/XlnG987ODmw2GzQazYGOVErlUKlUMJlMMJlM6O3tBXC7MsXlcon5vVtbW1hZWRHds9JxXKxgLB3/RBgmc2IiGKfPx9LdxdU4hqSfUU9PDwAijsTEHOPd3V34/X4kEgmYTKaMxnfpnxGNlSiNYuMQKHJSqVTGRmk+0Mzho41KpUJT0wCamgbQ1fUa8fZEYgcMuwCWuS0aRyJeJBKb2NnZxM7Ov4r31WgsEsF432FsNh2DWl3+zWF6pqBQUJ/OYWm26uDgIO68805ZR/d6fE8HQSY2SutaTJrNSQXKw15fPeYnZ6NW4nAsFoPD4cDGxgZGRkZw4cKFvCe+0lxhrVaLu+66S+bMdLvdYFkWer0+q2AM7I9Bkivc0dFBsx4VhDSmoLe3F3Nzc7LzYiMgdWtJBWMyjhmGUaRgnEwm4fF4sLy8jMHBQZw5c4a6HhWCtIHm6OgoRkdHM8SYbTaBP3piAT927QIAXjnVgT++5wTazcXFgEgFYyK0pTszNzY2ZIJxusNYiYLR5JXr4DkO//z/fhE3/+X7UGu1uP47/6HoYy4ej8PhcGB7exvHjh3D0FD1HESUg4nFYlhYWEAwGMSJEyfQ29srfjexWEzc+Njb24Pf70c8HkdTU5MsksJqtRYcpVOIYCxtrgvUTjBuampCU1OTrHonHo+LDuNAIIClpSXE43EYjUaZYJxMJhU17683aEO/8lCsc5hmDlOyodd3oKP9Bjrab4i3pVJhsGEbGOZW8zv2JljWCY5jEQg8h0DgOfG+arUeZvOUzGFssZyARlPaepSKw5SGJ59JdD05h1OpFHw+H7xeLzo7OzE3Nycr6SI0mjhMJjapVEoRgkJ6s7mLFy/mPWmoh4iMfFCr1UgkElV7vlQqBa/XC5/Ph+7ubty4cSPvXfz0DuHSEsz0xiscx4mLulAohI2NDYTDYRgMBhgMBkQiEeh0Opw+fVrRMQVHCdKcyel0wmg0HjlnXa48SOnGx+LiIliWFe8rFSgqKRgLgoC1tTU4nU5YLBZcuXIl6zWLUn0EQRBdjy0tLTk3up5x7uCjTyxgJ5yEQavGg78xgd++2F/2MZPNmSktUw+FQrJSfrPZnOEwVoIIcnzuTvCpFP71f/w3/PoHT0Gt0eDab/77gnPsSbwH2YSkpfXKQBAELC0tweVyoaenB3NzcxkCr9FohNFolM0REomEuPFBcuWj0SiMRmOGYFzopmYusVc670n/bwIRjKudY0zmVNIKhUQiITqMGYbB2toaotEoWJbFzs6OTDTW6/V0oyQPis3KpcgpRhyORCJIpVI0c5iSF1qtGa0tF9DackG8jeeTCEfcMocxw8yD41gwzMtgmJeBNXJvNUymsYxYCp0u//FHxWEKBfUhpPI8Ly4UTCYTLl68eODFRqvVii7JRpgUqFQqRThuD2s2lw8ajUacoNezG6JamcOCIGB1dRUOhwNNTU24dOlS3iVaxTSb02g0aG1tlT0Hya4Nh8Mwm81IJpN48cUXRReQVKBQwubFUSIUCol565OTkzL31lFGKhgPDAwAyC4YMwwDjUaT4TBuamoq+XMMhUKw2WyIx+M4ceIEuru76XejEKTfzcmTJ9HV1ZXx3cRTHD73Tx587bllAMBUtxmP3zeDye7qNXQ8qEydCG1bW1sZgrFUaKvFHGj6zleB5zj86K+/hJeefhIarRaX7/vtvMZ/KBTCwsICkslk1ngPSu0g300qlcLZs2cLajyr1+vR2dkp+z6TyaRsM3ptbQ2RSAQGgyFjEy+fuKt08ml8J/1NqJVgrNfr0d7eLvtcn3vuOXR1dUGj0Yg5xuFwGDqdTiYWW61WGI1Geo1Jo1HWgbWmGHE4GAwCwJEyK1DKi1qtg9VyAlbLCfT1vRUAIAg8otElMOz8vmh8SzBOJLYQibgRibixsfGk+BgGQx9uXP9JXs9HxWFKw5OvczgcDlfh1RQOadzjcDggCAJmZmbyWmATgaqRdoxr6bjNt9lcPpDvQ2kRGYVSjViJ3d1d2Gw2JBKJjLLNgyC5wiRCAsChonA2YrEYXC6XGGFBMr2B/UUdWdAFg0EsLS0hFovBZDJlCMY07638JBIJOJ1OrK+vY2RkBOfOnaOf8yHkEoxZlhWFNr/fLwrGUmGiEMFYGlMwMjKCsbGxhrkO1Ttkg3NlZeXA78a5GcYD37wJx+b+3OjtVwbx/n83DoO29t+jtEw9XTAmQtv29ja8Xi8SiURWh3E1zhUzr/wN8ByHn3z9K3jhO/8ArU6PC/e+Nef9U6kU3G43lpeX6XGjMDiOg9vtxtLSUlm/G51OlyGGplIpcRyTeBUihkrHcXNzc1FiaL0JxjzPo7m5WdZsmOM4mcPY5/MhHA6LG50kv9hqtSoye7+a0Mzh8lCsOGw2m6lphFJWVCo1TKYRmEwj6Ol+vXh7PL61H0XBzN9yGd9ENLqIeHztgEeTQ88UlCOBSqUSBaJsKNU5vLe3B7vdjkgkgomJCQwODuY9GSNCWCqVapjMzVo4h4k4b7fb82o2lw9ScbieJwyVFIcjkQjsdju2t7cxPj6eNQMzF9JcYUEQihKFOY6D3++Hz+cT41vSIyx0Oh06OjpkCxZSNpqeMygVJ2rpZmsEyEaN1+tFe3t71u+Gkj9qtVoclwSpYBwKheDz+cCyrCgYS8exVDCWlsK3trbSPG4FkR7vcfXqVZjNmQ5gQRDwP3+xgsd/4EY8xaPDrMOn7p3GnZMdWR5VOUgF4+7ubgD77yUej4vjeGdnJ0MwlrozKyGgnH7168BzKTz7v/4/dAyPZL2PdJ5hMplyfjeU2rC9vY2FhQUYjcaqxOJotVq0tbXJqgNJ3JV080N6TpaO42LEUCULxtmcrxqNJiMSjFTGkM9peXkZLMuKjV2lDmOTyVTX5oxCaCSTUC0pVhxuaWk50psTlOphMHTBYHgFOjteId6WSjFgmIW8H4OKwxQKlJc5HA6HxQYkhebZStHpdIoUvYul2s7hQCAgRgnk22wuH8gEut6/m0qIw9LYjv7+/oxGiweRvnghonChOY/r6+twuVzQ6/U4f/58QV2Gs5WN5hInLBaLTGhTaoMlJbG9vS1u1Jw5c6agkl5K/uQjGHu9Xpk4odfrEQgEZBUuFGXAMAxsNhui0eiB8R674QQ++oQN/+rcAQDcMdGOT907jU5LcU3nao1KpRKzX6XjUeow3t3dhc/nQyKRkFV9ELGtHILxmdfejbHzl9HclXlMRKNR2Gw2BINBTE1Noa+vjwoJCiEej8Nut2NnZ0ecA9bqu8kWd8XzvEww9vv9ohiaHklhNpsrIhhLo7vS/7ZcgjHP83nNjXJl70ciEfFzWl1dBcuyEARBFIylvxtRMKaxEqVDTCfFiMPNzc30nE6pGVqtFW1tl/O/fwVfC4VSNyjFORyPx8WSwoGBgYKEsWwo5X2Vi2o5h9ObzV24cKHsjqJqRDJUGrVaXbbMYZKp7XQ6YbVaC4rtKCZXOBvBYBB2ux2xWAwTExNlW6QbDAZ0dXWJjWnS3WzSvMxsgnEjLlYKhWyYBQIBTExMlG2jhpI/uQTj3d1duN1u7O3tQa/XI5FIYH5+HktLS7KxTLMgq480pmBoaOjA6JWfunfxkW8vYJtNQK9R4wOvPoZ/f7l2YlglydYsTHpOllZ9mEwmWbRKsbny6cIwz/Pw+/3weDzo6+vD9evX67qSqJEgjRqdTic6OjowNzenyAo8tVqd0z1LIimWl5fBMAwAZBWMC72O1kIwLiWCTa1Ww2KxwGKxoK+vD4C8ySXJMHa73eA4DmazWeYwboRNeyoOlw4Z24WuBUOhEM0bptQVVBymHAkOi5WotXM4lUrB5/PB6/WKE9FylK01mjhc6feTTCbh8Xjg9/vR29tbVLO5fGkEcbhc72Frawt2ux08z+P06dNZGyNlQ7oAKVeu8OjoaEERFsWQzc0mbbAUCoWwsbEBp9MJnuczBONiFnT1SjKZhNfrxdLSEgYGBjAzM5PRFZ5SG0i8h8fjQWdnJ2ZnZ9HU1CRmQaY7jLVabVnyMimHQyogHA4HzGbzgaXwiRSPz/+zB199dgkAcKzLhM/eN4PjPZUtnVca6Zt4wL5gTFyZgUBAzJWXNiIlY7kQYXdvbw8LCwtQqVS4cOFCQdUplMoSDocxPz+PWCyGU6dOycZDPZDNPSsIghi3EAqFsLq6Ks65yH3JWC5GDM0lGAOQRXxlE4zTN/PT5zbkb8o5JzuoySURjEmVVzKZhNlszoilqKcMX47jKraWOSqQtWeh45DESlAo9UL9nNkolApSKxGV53msrKzA5XLBaDTi4sWLsoyxUmlEcbgSgirP81haWoLL5SrYtVostWyuVy5KFYdZlhXLaY8dO4bh4eG8Rc9y5Qr7fD74fD50d3fj+vXrNZtA52qwFIlERJGNLOgEQZA52YotGVUygiBgdXUVLpcLFosFly9fli12KbVlZ2cHdrsdAHD27FlZvEe2LMh0wXhrawvhcFgmGJMfg8HQUGO52rAsC7vdDpZlMTU1dWATT/dWGA/8wzxs6ywA4HcvDeCDrz4Go466zIB9wdhgMMhigkiuPMMwskakTU1NGQ7j9I0s0kRzY2MD4+PjBV3zKJWF53l4vV74fD4MDg42VINTkrmb7p4lcQvSDWnink1v4FisYCwd30QYJlVeZP6WPo+UCsbk3yrtfM2VWZ5IJETBmGwQxeNx8XiXOoyVunFNM4dLh3yGhZ6vqXOYUm80xlWPQjmEwxaaJJtXEISqLEoFQRDdkoIgYHp6Gj09PWV/7kYTh8sdKyFtAqNSqQpyrZbKUXYOJxIJuFwusdR5dnY270m1ND4CQFF5dqQxk3RTRomTN5VKBbPZDLPZLFvQkZLRUCgkloxKMwbJT7126A4EArDZbEgmkwfmo1KqTzQahcPhwO7uLsbHxzE0NJTX8ZePYOx2u6lgXAKpVAperxeLi4sYHBzE7OxsTjerIAj42xdW8eg/uhBL8Wgz6fDJe07glcc7s96fcptsufJEQCJjeWVlBdFoFEajURTYkskkVldX0dbWhmvXrtEmmgqCOLnVajUuXbpUcXOAEpDOL3p7ewHIK5gYhhEjr4h7ttQGjsUIxuFwGMD+9UI636vGpopKpcq5QUQEY5JjHI1GYTAYZIKx1WpVRBwJjZUonWIF9kAgoMj1BYWSCyoOUyiAOMFJpVIVz3yTNjmbmJjA4OBgxSY5jSYOl9NtGwwGYbPZqvI9ZKMRxOFCM4dJxqLb7UZbW1tB8SnZcoULbTYH3D7+EokEJicnD3TVKRGpA6i/vx+APGMwFAphcXERDMOIjcLqJfc1FovB6XSKWd8jIyN0QaMQOI6D3++H1+tFT09PWTI4cwnGRGRjGAZutxssy0Kv18uECSoY34ZscjocDhiNxkNd9oFIEh970oYf2rcBAHPjbfj0m6bRZa29iFGv6PV6dHR0oKOjQ7wtmUwiFAphe3sbi4uLogGBYRjY7XbZeVmpjsNGJ5lMwul0Yn19HceOHct7s6tRyVXBJI1X2d3dzZrHXUy8CpBdMAb2rwWLi4vwer3o7+8X55vSOad0HliOxnf5kut4Z1lWFIw3NjYQiUSg1+szHMbVnodRcbh0UqlUUZUEoVBINk4oFKVDxWEKBfuLVJVKhWQyWTFxOBwOy4SPSjQ5S6fRxGGNRoNYLFbSYxDn2+bmJkZGRqryPWSjEcThfN+D1KGtVqtx9uxZmQvjsL8tR65wNBqF0+nE9vZ2wwmP0ozBgYEBAPuC8WG5r0oR2Yjw6PP50NXVhbm5OZqPpxBIlYvD4YBWq614PqpGo0Fra6vsOaSCcSgUwubmJsLhsCgYS8ufj9q4CYfDsNvtCIVCmJqaOrSJ5s89+03nNpkEtGoV3v/vxvF/Xh2CmorsZUetVmN3dxfLy8sYHh7G+Pg4eJ6XjeW1tTVEIhEYDIasmx+UyiAIAjY2NkSRnjq5cyPtkZArjztXvAr5XejmB8uymJ+fRyKRkMUWZWt8ly3DuBaCsU6nQ1tbmywaMJVKiVnPDMNge3sb4XAYGo0mw2Hc1NRUsXkYx3ENE5FSK0oRh8fGxirwiiiUykDPFJQjwWEXXJVKVTEhVVpC39/fX9EmZ+lotdqaNtorN6V8R+nN5m7cuFHTxUC5IzJqgUajESfnuSbgUof25OQkBgcH854AS3OFARTlFCbNHv1+v+h4PAoCklqtFkUGQrYyfqkrM10wrjRSx6NOp8P58+dpYyYFIRUeJyYmMDAwUJNNhHwE442NjayCcaOKbBzHwev1wu/3o7+/H6dPnz5wYzvB8fjzf/HiKz9bhABgvNOEx95yEif7aI53Jdja2oLNZstwcms0GrS3t8syupPJpCgehUIhrK+vi4JxeobxUbh2VZpoNIqFhQUwDIPjx49XJNLtKHBY3II0XiV984PELaR/7tLcZ7KhIt3Ez9X4TlpVlk00rpVgrNVqs1bHSAXjxcVFhMNhMRqMuIutVitMJlNZXivNHC6dUsThcvYSolAqDRWHKZRblFtIJc2uPB4POjo6CiqhLxdarRbRaLSqz1lJinHbpjebu3LliiLynxqlIR2wP9bTJ7AkImBtba1gh3Y5ms2RXGGn0wmTyaTYXOFqclgZv1RkI4u5SpU+MwwDh8MBlmUxMTGB/v5+ukBXCNLs2v7+fpw6dUpxZe/ZBONUKiUTJqRjOT2Pu54FYyI86vX6vPJRfTsRPPDNedxcYwAAv3mhHx96zQSaaNO5shOLxWC327G3t4fJycm8zms6nS5DMCZjmcSrZNv8IGO61pUf9QLP81hcXITH40Fvb++hGyqUwskVtyDN55WOZel5WRAEuFwuaDSagnKfDxOM038TaiUYS+O+pK+XNAckGcYsy0IQBFEoJj9ms7ng10pjJUqnWHE4GAweiQxzSuNAxWHKkSCfiTNpSlcqgiBgZWUFTqcTRqMRFy5ckE36q0mjxUoU8n5q2WwuHxohVoJMUKUTbuJo83q96Orqwo0bN2AymfJ6vGy5wsUIw3t7e7Db7bShWR4cJLKllz6T5krSn0IX14lEAh6PBysrK2IzQrpAVwak1Jpk19ZbYyatVpu1rPewzQ+pyKZkotEobDYbgsFgXk5uQRDwzRfX8F+fdiKa5NHSpMUf33MCrz7RlfNvKMUhFR5JhUopGyoHjeX0zY90kY04jOk17zbBYBALCwvgeR7nzp2jTr4qkm3zQ7opHQwGsby8jGQyCbVajdbWVjGvt7m5uai4hXoTjNVqtdhLQtp8WCoYr6+vw+VygeM4mM3mjBzjg8RfGitROqU4h2lFHKWeoGcKCuUWpTqHpdmMPM9jenq65uVqjSgO5yOo1rrZXD5oNJq6j/wgwi1x+a6trcHhcMBgMODixYt5L8DKJQqTPOmdnR2MjY1heHiYuiWKIJswQdw/RGQj5aJNTU0ZgnG2CTTP81hZWYHb7UZLSwuuXr0Ks9lczbdFOQDSJIvEvxyWXVsv5CMYp+e+Kq1RmLQZYG9vb17CYzCaxEPfseP7C1sAgCujrfjMm0+ip1nZAng9EggEsLCwAEEQZPmo5SbbWE6v/Nja2kI4HJZlyxPh+CgKxqlUCm63G8vLyxgdHcXY2Jji5oJHEbIpnUql4Pf7YTabceLECVkmt8/nA8uysnxeMp7NZnNFBONcOcZkPlpNwVilUsFsNsNsNqO3txfA/lw5FovJMoy9Xi+SyaRMMCZuY61WK86r6Vy4NIoRhwVBQDAYpOIwpa6g4jDlSFBp5zARI0mJtFI6HjeaOHxYTi8RBzc2NqrW9K9YytFcTwloNBrs7e3hpZdeQjwez6spkhQyEec4rmhRWFoG39vbi+vXryveBVhvZHP/kHzB9IY0ZrNZJrAlk0m4XC7wPI+ZmRlZUxtKbUkmk3C73aKT++zZs4o9Z5aLXIIxEdgYhpG55dMjKaopGG9vb8NmsxXUDPB53x4+9K0FrIfi0KpVeO8rx/B/zQ3TpnNlJplMitFJ4+PjGBkZqfq876A8bnJulgrG6WO5kQVjEr/S1NRENyMVRiKRgMPhwNbWFiYnJ2VVENLYK57nEQ6HxXPz0tISGIaR5fNKBeNCj79yCcbSx6okKpUKTU1NaGpqQnd3N4D9OTRpDsgwDPb29rC4uIh4PI6mpiZx3BMHK63UKo5UKlXUuoJhGCoOU+qKxl4BUCgFUIxzOBKJiBOcQnNVq0GjicO53k96s7k77rhD8Z2nGyFWIhKJgOd53Lx5E+Pj4xgbG8vbnVCuXGHiRjWbzXVXBl/vZMsXjMfjMheb0+kEz/PifWOxGILB4KFlkJTKIggCVldX4XQ6xSz2amfiKwmtVpuzUdhB8SpEnCi3YEyya3d3d3Hs2DEMDQ0den5Mcjy++IwPX/qJHwKAkfYmPH7fSZzqp+fEciIIAtbX12G329Hc3Ixr167lHZ1UDXIJxtJmpF6vV3Rlpo/lYsr4lYT02JmamqJ59gqCRBfZbDa0trbi2rVrBzZZVKvVogg8MDAA4HY+L9nIW1lZAcMwYj6vdCxbLJayCcYAZHPWbIJxusGhWoKx0WiE0WiUbbyTzfu9vT0AgNPpRCwWEzc8pVnG1ExxOMVEc6RSKbAse+T7nVDqC+WoWBRKjSnEOZxIJOB2u7G0tIT+/n7ccccdiuwi3WjicLqgqtRmc/lwmAtayZBSTb/fD5VKhVOnTok5aYdRrgiJ3d1d2O12cByH6elpReVJH2UMBgPa29sRDAYRCATQ09OD4eFhxGIxUTB2u91IpVLiQo78FLOQoxROMBiE3W5HPB7H9PQ0zeTOQTa3fK54lfQ8bqvVWpRgzPO8GCHR3d2Nubm5vBbu/t0IHvzmPH69ut907q3n+vDh107ArKfT/HISubo0MwAAIABJREFUDoexsLCASCRSV8dOtmakpIQ/Vxm/dCybTCbFv09BELC8vAyXy4XOzk5cv35dEbEwlH1isRgWFhYQCoVw4sSJomP3pPm8BJLPK23g6HQ6wXGcKIJK5xmFbkyTeYl0fkKEYTKXJXPbdNNHehxFteY4ZEPeaDRiZWUFc3Nz4vWLZVnxc4pEImJuufSHNrqUk0qlCh43wWAQAGjGOaWuoLNGypEgnwucVqtFJBI58D4cx8Hn88Hr9aKtrQ3Xrl2D1Wot18ssO0QcFgShIS7yJD+L4zjs7OzAbrcDgOKazeVDPTqHyeLL6XTCbDbjypUr+PWvf53Xbnq5RGHi1t/b2xNzhamgqAyIo44045Q6uZubm2VlkEQsJo2VyEIuvey5mFJRSnYSiQRcLhfW1tYwMjJSkNOfsk8pgvFhDRx3d3dhs9mgUqnybpolCAK+/at1fPJ7TkQSHJqNWjxy93G89mR3Wd4vZR/SaNXv92NwcLAh4lfUanVWwVjqMPb7/WAYJiP3tbm5WVGCMcuymJ+fRyKRwOnTp9HZ2Vnrl0S5hXTe2N3djWvXrpVdtJfm80obukWjUVm8CtmYJvm8ZPOD5PMWQi6xl8xxpYIx+X/p662WYMxxnHidz3b9Iu5WslG0tbWFSCQCrVYrcxdbrda6ryoohWIyh0OhELRaLY20odQV9T2zoVAKQKVSQRCEnP9+kHOYlK87nU4YDAacO3dOVkqtVLRarTgxaQQRgFyYn3/+ebFxkhKbzeVDvs31lALJviS5scQxdZjITY456eS4GFE4mUzC6/ViaWkJfX191BWkMIgbNRaLYXJyEr29vTm/Y2luXk9PD4DbCzlpCb/dbocgCFkF46O6QCkG0gzQ5XKJm5pKKoOvd3IJxtIM4/QGjtIxzXEcHA4Htre3xQiJfK5poVgSn/iuA0/d3AQAXBppxWfePI2+FuVVMdUz5Nqn0+kaPrpIrVaL45KQnvu6uLgIlmXF3Fepw7ja52apaD88PIzx8fGGmOs2CuFwGPPz84jFYjhz5kxV100qlQomkwkmk0k2zyDRVwzDYGdnB16vF4lEAiaTSXZutlqtReXzqtXqrIJxeo5xLsG43I3vDnO8arXarDE04XBYFIzJMS+N+SA/StokqiTFiMOBQADNzc11uUalHF2oOEyh3CJb5rAgCNje3hbL10+cOHGg6KE0yIWsmHIYpUGazQGA1WrFhQsX6rqxQr04h1mWhd1ux97eHo4dO5bRdEetVud8H+XIFSbCltvthtVqxeXLlxXt1j9qxONxuFwurK+vl+RGlS7kpJ25SakocWQuLCxkiBJKc7Epib29PXFThzrqqodOp8vI45Y2cAyFQlheXhabkhoMBgwNDcFqtYLjuEMXk/97MYAP/cMCVoMxaFQqvPsVo/i/r49Ao6bHQLmIxWJwOBzY2dnBxMQEBgcHj+Q5JlfuKxGMGYbJ2Siskpt5u7u7mJ+fh06no/MChUHicTweDwYHB3H+/HlFrEGk+bykkgmATDAOBAJic930zbxi44IOa3yXLhpLX2+pgrHUOZwv0ixy6euVCsbLy8tgWRYAMhzGjVjxVaxzuF6iDikUAhWHKUeGQp3DxAnHMAyOHTtWl+XrZAc7mUzWbcOBVCoFj8cDn8+H3t5eqNVqDA8P17UwDChfHJbmag8ODuL06dNZJ8XZ3ofUIVFKhASJDhEEATMzM+js7DySi3MlwvM8FhcX4fV60d7ejrm5ubI3gcxVKpqtezkRMKSC8VEugYzFYnA6ndja2sLY2FjGpg6l+kgbOBLR3mQyob+/H8D+QnJ9fV0mSkhdmTqdDimex1/+yI+/+vH/z96bBzd2Heae38VOkCDI5t7cSXDvvVvqbrYUOZJGSlJZ3P5D9iSpSk2Simw5TuSS13iJnFhWyXZFzrzETuxYT5lMxnEyie3nSRxLdvSkKO0nyd2SrCZ2gPsGEMS+Xdxl/ug+ty8WkgAIgFjOr4rVFk0CF8TBved+5zvftwRBBAbbdfji1VmcHqA3oKVCFEWsrq7C5XKhs7Mz79znRkIuGBPk4hFZ/AiHb2Vg53IYF3s+YlkWdrsdHo8HJpMpr7JGSuUIBoMwm80AgAsXLtSEOKbVatHV1ZWz0C1z9wcpdJOLxsWcHw4SjDP/JRQqGBdTpLbX8WZ+5skCPhGMSayYIAg5BeNqWCAoBmJ0KfTvGAwG0draSs9PlJqCisMUym2IczgWi8HhcMDj8WB4eBhnz56taSGy1uILCIIgSOUiJN/WaDTC5/PV5OvJpFoL6Yjo53K5YDQaMT8/n1b8kYlSqZQmrvJCDpJzXYwoHI1GYbfbEQgEMDY2lvc2a0pl8Hq9sNvtUCgUOH36dNp2+nLDMIxURkNENSJKBIPBrGKlzMxXnU5X1xN18vl1u92SsFWNZamNSjKZlOYXe4n2LMtKgkQwGJRcbFGmCf/dKsKxe+u68asnu/GZX5pCs5ZO5UtFKBSC2WwGx3E4depUTcSHVQty8Yicm+WLeURgC4fDaXFB5N+DBGNRFLG5uQm73Y62tjZ6bqsyeJ6XDAUjIyMYHR2t6XmbfDGPIM+XJ2JoNBqFRqPJigsqptCtHIJxOXeOyhfw5Tu+SNZzOByGx+OB2+0Gx3HQ6/VpgnFLS0tNZLeTe5pixGF5XAeFUgtU/yeSQqkgyWQSr776Kvr6+nDvvffWxcQzV1xGNSOKIrxer+QYPXHiRFrZXLWKqoVCHLfVUhZI/u5WqxUKhQKnTp1Kc1Hshfx1kH+B4nOF3W431tbW0N/fj7m5OZorXEVEo1HYbDaEQiGMj4+jv7+/Km7+9nKxybfwu91uRKNRqFSqnIJxPeDz+aTP75kzZyoq2lP2h5QyOZ1OHDt2DJcvX97Taa/RaNDZ2ZkWAfKdN9fwhR+6EGUF6FUMfn2SwcmWDbz100CaI7O1tbUmbrarjVQqBZfLhfX1dYyMjGBkZKRmXW7VhHwxj0AEY3J+3tjYkOZ7LS0taWO5paUFCoUCsVgMFosF0WgUMzMzUucBpTogER8ajQYXL17c11BQy+xV6EaEUFJ8J59ryBdBitnNlI9gnCuSgvwux3EVnaftl/VM/k67u7tYXl6Wsp7lYnGxWc/lhNxzFnpNIM5hCqWWoDNISsOw1wWZ53ksLy/D5XJBFEVcvny5rk7mKpWqZsRUeZQH2S6YOampVSd0JuQGvhrKAkOhEKxWK8LhcMElfwqFAslkUlqAKDZXeG1tDW63G62trXV9c1GLZIr2J0+erLrJeyYKhQJGozFtSyvP82mCscfjQTQahVarzRKMa2lRguSx7+7uYnx8vGZLOuuVQCAAq9UKjuMKzn2OJDn86b/Z8f13tgEA5waNeObqLPrbdJLDOBQKwe/3Y3l5GclkUipWkovGVDDOjSiK2N7ehs1mQ0tLCy5dukSb5cuMXDCWxwXJ8+XJ9nSe56HRaJBMJtHW1oYTJ06gra2NCsNVQiqVgt1ux/b2dsNGfKhUKrS3t6O9vV36Hs/ziEQiksN4cXFR2s2U6Zgvpi8hX8E4FovB4/GgtbUVLMtKv1vq0ruDkGc9y00ncsE4GAxKOfwkukP+dZRzMuK+LvTvFQqFqHOYUnPQ2SKlYRFFERsbG3A4HNBoNDh9+jRu3LhR8tzMo6YWxOF4PA6HwyGVWu0X5VFPzmGguLKIUkG2OG9sbBQcoUImoXq9Hg6HA5ubm0U5Mnd2dqSiQZorXF2Qc6TT6URLS0vNi/ZKpTKrlZu4fogosbm5iVgsBp1OlzWeq00Q53keS0tLUh47zUatLliWhdPpxObmphQhUci5/q3VID72HTPWArdK5z7wc8P4vXuHobp9g5rLYUyKlTIF4+bm5qzc10YXjGOxmLQoOjk5WVNlw/VGrnx5v98Ps9kMnufR29sLlmXx9ttvg+d5yWFMxrLBYKALYhVme3sbVqsVBoNh350QjYhSqcxanBYEIU0wXllZQSQSSSvYlQvGhY5nuWAsiqIUD9fX1yfthNjLYZwZAVepz5JWq4VWq027hpHoDnmOcSwWg1arTXMXGwyGoqI7iqHY3GbqHKbUIo09M6Q0FOQCIoqiJEhxHIfJyUlpMgrcujBVmwhwGKpZHCZlc8vLy+ju7sa999574ASzXpzDZPJ1FK+FiEokl/See+6BXq/P63flk0tBEDA4OIj+/v60zNd8HJmRSAR2ux3BYJC6HasQudtxZmYmLdqlnsjl+pHnCoZCIamIZq+SsEojj97RaDQ1U/rTKIiiiPX1dTidTim3vRDhhBdEfP3VZXz15SXwooj+tlulc2cHD36PcxUryQXj3d1dLC0tgWVZNDc3Z0VSHPUulkogCAKWlpawuLiI48eP18ROiEaC4zg4nU6sr69jbGwsLZeb5JkSgW17e1tyGBPRiIzplpaWhhjPlSaZTMJqtcLv92NqaoouquSJQqGQxiYhs8RxfX0dVqtVyuSWi8YkYuUgotEoFhYWwLJszngpIgyTOby8K0ROpru4UvPzvaI7IpGIJBiT6A61Wp3lMC5HrwTHcUWJw6FQCKOjoyU9Fgql3FBxmNJQhEKhtMzMoaGhtAueWq2uWiG1WKpRHM4sm7v77rvzFjfqxTnMMIyU11spRFHE1taWJCqdP38+71xSuSicmSucaws/x3GSIEFyBUnTM8MwSCQS6OrqwqVLl6jjpIpIJBJwOBzwer0YHR3F0NBQw91g57o5SaVS0liWl4RVegu/PPfZZDKhv7+f3phXEaFQCBaLBSzLYm5uLq/cdjnrgQQ+/h0zbqwGAQC/fLIHn/nFSRh0xY+pXIJxIpGQBAmfz4fFxcUswZiM53r6/O/u7sJisUCpVNJFlSrE4/HAarWiubkZly9fzlq0lueZyguwEolEWlyQy+UCx3FZCyD1Np4rCVn0cjgcUtlpLcUvVSN7lTjKI1ZICaPcMS/P5CbjWV4mPTAwAJPJlHOs5xJ79xKMyX8TjkowVqlUWbu+SHQHEYyXl5el6A65u9hgMBQV3SGn2FK/UChErzGUmoOKw5SGYWNjA2+99RaGh4dx5syZnE6RWitvy4dqEoczy+bm5uYKLhapptdzWCopDgcCAVgsFiQSCUxOTuL48eN5/93lZXOiKOaVK6xSqdIENrlbS6fTob29HcFgEK+++mrdCxK1AMleX1paQldXF22Cz0CtVmc1l++V+VqO8cxxHBYXF7GyslIzuc+NRCqVgtPplCJ6RkdHC37Pf7CwjSf/PzvCSQ7NGiU+80uT+NVTvWU53lz5j0RgC4fDdScYsywLu90Oj8eD8fHxnH0GlKMjkUjAarUiEAhIu/nynZ8wDIOmpiY0NTWlFWDJx7PX600TjDMjVmptPFeaWCwGs9mMWCwmlURTykOuiJVMx3zmAkhTUxPC4TBEUcSZM2fS5in5sJfYK88xzvzf8uOVf1XqvLpXdAdxYofDYaytrUnRHbkE43yPtVjncDAYpJnDlJqDisOUhqGnp+fA2IJ6dQ6TIoKjRF56tlfZXD7US6wEUBkXNCmr8ng8GBkZwejoaN6TnMxJoUKhKPg9k8e4MAyTNXElW56DwSB2dnbgdrvBcVxapqC8tbyciEke3HYcyjYNmBY1GEX9OzJFUYTH44HdbodGo8G5c+foZDZPcmW+ZjoyyXjOJbDlM56J29/hcKCpqQl33303DAZDOV8WpQBEUZScXa2trUUVmkWTHJ76dwe++/YWAOB0fyu++J5ZDLZXdkcFEYy7u7sB3GmYJwsgOzs7kmCc6WCrVoFN7nY8duwYXfSqMkRRxOrqKpxOJ7q7u0vmRt1LMN5rPOdyGDd6Jjdwx43qdrtx/PhxnDlzhv5djoC9HPOxWAwulwvb29toamqCIAi4ceNG2gIIGc/FLCbnU3yXKRaT4z0KwVjuxJYfbywWQzgcRiQSka7XoihKfyfy1dzcnPM6dphYCTqfptQa9AxPaRhUKlVeebb15hxWq9WIxWJH9vyJRAJ2uz2vsrl8UCqVSCQSJTzCo6OczmF5njNZGMn3pni/CIlCCIfDsNvtCIfDGB8fR39/f9YkMXPLc+YWUSKMCYKQ5vZpbW1Fc3NzSbfUc+tRhP9vx63/UDBQtKqhMGqgaNNCYdRAadTc/m8NFK0aMKradp6Fw2HYbDZEo1GYTKaC3OSU3GQ6MjMFCbmDTb4AYjQa0dzcnPb5CIfDsFqtiMVitDCrCiHvTzwex8zMTMG7YADgZ+shfPRfzFj1x6FggEfvGcb7f24EauXRn1vkDfP7CcZ7LYAcdeZrOByGxWJBMpmkbscqJBwOw2w2I5VK4fTp0wW7HQvloPGcyzHfyCWO4XAYCwsLEASBLhpXIZFIRHp/5NF88gVq+Y4m0pkgF42LWYjJVzDOLL47SsG4paUlrUyZOLGJw5g4sXmezxKMW1paihKHRVGk4jClJmmcqxyl4cnnpq0encNHldGbWTZXSOnZftSTc7gcr0XulCJOw3wzr3KJwmQiVwgsy8LlcmFjYwODg4M4depU3gsCezl+SAZbMBjE2toawuEwGIbJKrxramoqWkATeRGKNg2EEAsIIoQACyHAAsuR3MfaooLCqE0XjY2aW99r04DRVp+TDsh+f6gbqHzsJUgkEgmpwDFzAaS5uRmJRAJ+vx+Dg4M4e/YsfX+qCI7j4HK5sLa2hqGhoaLeH14Q8c1rK/iL/7kIThDRZ9TimXfP4sJwdd9I7jeeiSCRuYW/0oIxmXusrq5iaGgIY2NjVelqblR4nofb7cbKykrRESylItd4BtIFtt3dXUlgIxnzcoGt3uJ9qun9oWQjCIJ0bzU8PIyxsbE0oTVXZBCJwJIX35EOkMzxrNVqCz6mWhOM5U7szCgakmPs8/mk8laVSgWNRoOVlRVJMM7ncx8MBmnmMKXmYESiAFAodY4oigfGK7zzzjvQ6XSYmJio0FGVn42NDaysrODSpUsVeb7MsrmpqamSrpyurKzA4/HgwoULJXvMo+KNN95AX18fBgYGSvJ4Pp8PVqsVHMdhamoKPT09ReUKA8WJwmQL4uLiItrb2zExMVHwFutCnisajUqCcSgUQiQSgUqlyhKMC91GLAoihHAKQpCFEEzeEomDt7742/8iJRz4OIxOeVssvvOlvO1CVhg1YJpVFXWCks+my+VCW1sbJicny/b+UApDFEVEo1GsrKxgc3MTCoVCuonKHM+HLVehFAeJ+LDb7Whubsb09HSaGylfNoMJfOK7FryxHAAA/MJsN5785Um06upHZMrcAUJECeKYz3RklkoU8Hg8sNls0Ol0mJmZKer9oZSPnZ0dWK1WaDQazM7O1tT7I3cYk3FNBOPM8VyrgrHf74fZbIZKpcLs7CyNMKoygsEgzGYzGIbB3Nzcod6fVCqVNpbD4TBisRi0Wm2aWNza2gqtVluSOUemUCz/IhyVYLwXyWQSCwsLUol4OByWnNhEKE4kEmhtbZVKBYFbr7WjowNmsxmTk5NH+AoolMKgVhQKRUY9Oocr9ZpItqzNZoMgCEWVzeUDLaTLJhqNwmazYXd3F2NjYxgeHs7b6VFM2Vyux/B6vbDb7VAqlTh9+rRURFcu5Nli/f39AO60FxPB2OPxIBqNQqPRSFv3yQ3cftvpGAUD5e0YCSD75lUURYhxHkIgmS4aB26LyUEWYpyHmODBJ+Lgt+O5n0jF3BGNjdp0IZlEV5Qo93h3d1f6bJ48eTItJ5dy9JBMdpZlcfLkScn1QxZAQqEQVldXy+KYpxxMJBKB1WpFNBo9VMTHCxYPPvt9G0IJDk1qJT79ixN49+n6iws5qCQsFArB4/HA6XSC5/m0iBVyXi9EFIjH47BarQgGgwUXmlHKD8uysNls2NnZgclkwsDAQM29P5kRWEB6KWkwGMTq6ioSiYS0hV8usFWzYMxxHBwOBzY3NzE2NoahoaEjF+Uod5C7uUdHRzEyMnLo90etVqeVRgO3xgERjMPhMLa3t6U5dKZgrNPpCv4M5+Mwlu9gzPzdoxCMtVotlEolOjo6JCMPy7KSwzgcDuNv/uZv8Nxzz6GrqwvT09M4ceIETpw4gaamppKYo5566in867/+K9566y1oNBoEAoEDf0cURXzuc5/D17/+dfj9fly8eBF/+Zd/ibm5OelnkskkPvKRj+Bb3/oW4vE4HnjgAXz1q18tmWGJUptQ5zCloUgmk/v+/06nE7FYDKdOnarQEZUfv9+Pt99+G+9617vK9hyhUAg2mw2hUOhQZXP54PF44HA4cOXKlbI8fiV5++230dLSgvHx8aJ+P5VKwel0YnV1Ff39/TCZTHlvCZNPwARBSFupLwR5bi3JFa6mmz75ZJc4jMl2OrlY3NraWtKt+yLL3xKNZa5j4kLmgyzEcB7Z5gygMKihMGplkRWaO/nHbVow6v0/Z6SQkCwclPOzSSkclmXhcDiwtbWFkZERjIyM7LuwI3fMyx0/SqUyp2O+mj6LtQjHcVhcXMTKygoGBgYwPj5e1HkixvJ4+ocO/PObmwCAk8cN+OJ7ZjF87PBRS7VMpmBMvjIF471KSeWFWT09PZiYmChJoRmlNIiiiI2NDdjtdhw7dgxTU1N1XwiYuYU/FApJgnGmw7gaxqrX64XFYkFzczNmZmZKEv9GKR2BQABmsxlKpRJzc3MVd9vzPC+JoGRcRyIRac4hF41LtauJCMNy40qmwxiAJBST5yzX3Pb69evo7++XygBzsbu7i9deew3Xr1/Hz372M5jNZqysrKCnpwfnzp1L+xoeHi7o7/THf/zHaGtrw9raGr75zW/mJQ4/88wzeOqpp/D8889jcnISn//85/HKK6/AZrNJjvMPfOAD+P73v4/nn38eHR0deOKJJ7C7u4vr16/TKJkGhorDlIaCZdmsi4uc5eVl+Hw+nDt3roJHVV7C4TBee+01PPjggyV/7EQiIbkNSPZVud0RPp8PN2/exH333VfW56kEN2/ehEajKXjLkSAIUsN3a2srpqen895eVipROJlMwuVyYXNzE0NDQxgdHa2ZXNRUKpUmRASDQSSTyax8TIPBULYJksgLEEKpO8JxIClFVpAv8Adfnhm9KiO24lbmsdiiwFpwC0ubq+g73geTyVQVN6KUW8gjPtrb2zE1NXVgYep+j0Uc8+Rrr4iVUm0PrXdEUZQiCpqamgo6x2aysBHGR7+zgCVfHAyA370yhN9/12hVlM5VI6QsKFNgyxSMGYbB8vIyAGBmZgbt7e1HfOQUOdFoFBaLBbFYDNPT02mZvo0Gy7Jp4pp8kTrTYVyp6zTLsrBarfD5fJicnKSFtFUGz/NwOp1YW1uTdgRWy8K+IAg5BWOGYbIcxqUqjj5Kwfj111/H2NhYQTvuzGYzHnjgAfzwhz/EW2+9hRs3buDGjRu4efMmDAZDlmBsMpkOPNbnn38ejz/++IHisCiKOH78OB5//HF8/OMfB3Drnq2npwfPPPMMHn30UQSDQXR1deHv/u7v8N73vhcApB6Sf/u3f8PDDz+c92ul1Be1cSdPoVSIeoosIJDXJIpiySZ+xE21tLSErq6ukpXN5UM9FdIVGitB4htsNhsA4NSpU+js7CwoV1gQBPA8nzWByhee56Vc4Y6ODly+fLnmnCZqtRodHR1p7egkTzAUCmFnZwdut1sqVJI7jHO514qBUSqgbNdC2Z7b6S2KIsQIByGYIRoH7riQxaQAMcaBj3HgN2NZj9EOoF3dDmWbiORby0jdLssjLmSlUQPGoKY3hBXG7/fDarWWLOJDoVBI45Mgj1gJhUJwuVyIRCJSxEqmYEy5A4npCYVCh4ooEEQR//0nq/jz/3CDE0T0GLR45uoM7h6hIuZ+yMuCiFNLLhj7/X643W4kk0kwDIOWlhZsbW0hGo3CaDSiubm5akSURkQQBGl+ODAwQAtPAWg0mqw5B1mkzlUSlukwLuU5WhRFbG5uwm63o729HfPz8/QaUGX4/X4sLCxAo9Hg0qVLVdcNoVAoYDQa08rW5LuawuGwVBwNIKdgXOg5mvy8/PeIYEzMLkQszryvyoyjKPS5OY4r2CgSCARgNBoxPz+fttM1mUzi5s2bklj87LPP4u2338bs7Cxu3LhR0HPsxeLiIra2tvDQQw9J39Nqtbjvvvtw7do1PProo7h+/TpSqVTazxw/fhwnTpzAtWvXqDjcwDT21ZrScDAMs69zWK1WI5XKY7t3DUEm5TzPH3qCLggC1tfX4XA4oNfrcdddd5W0bC4flEpl3Qj4KpXqwKgTQjgchtVqLSq6o1S5wh6PB3a7HWq1GmfOnCl7rnAlycwTzNzuvL29DYfDAUEQ0NLSkiYYl8oZIYdhGDAGNRQGNVR7xH8JCS6tLC/uCSO0sQtlVEQTpwYTF4CUCN6bAO9N5H4QBQOFUQ1F662YCimyQp57rKJCSykgOy28Xm/Zcx2VSmXWzRvZHiof09FoFFqtNkswbkSXOc/zWFxcxPLyMvr7+3Hy5Mmid8Jsh5L45Pcs+F+LfgDAQzNdePKXp9DWVL25o9UMyTAOBALY3t6G0WiUSmnJeN7a2ko7R8vHMxWMK4Pf74fFYgHDMLhw4ULa+YeSTq5F6sySsM3NTakkTC6uFbuoF4/HYbFYEA6HMTs729Bu7mqE4zg4nU5sbGxgfHwcQ0NDNbN4L+8BIZCiXTKmNzY2YLPZIIpiWjEpKXYrVIDdS+wlYrFcMCb/TSik+I7juILvn0OhEIxGY9b7p9Vqcf78eZw/f176XiqVwtbWVkGPvx/ksUjeP6Gnp0fabbO1tQWNRpO146anp6ekx0KpPag4TKHIqFfnMFDcxY2QWTY3OzuLnp6eI5m0qFQq6SJf6zd7+TiHk8kknE4n1tfXMTg4iDNnzuQtWOSKkChGGCaZ0rFYDCaTqSG2H+5VqBSLxaQbt/X1delGmExyiWhciYIwhU4FRa8KyXYlXM51bDVtYfixiJX0AAAgAElEQVT+YQyMjkKpVEJMCRBCrJRzTMryhAB76/tBFhBECH4Wgp8FliO5/xYt6juRFa0aWf6xFso2DRgtzSbbD0EQsLy8jMXFRXR1dWF+fv5IcjeVSiXa2trSFvQ4jkuLo9jY2Ejb7kzGs8FgqOpCpcNCIiS0Wi3uuuuuNBd2ofzY5sVn/ocNgXgKTWoF/ugXJvCeM7Qg7TBEIhFYLBbE43HMzs6iq6tL+ntmOozJOTocDmNzczNNjKCCcXlIpVJSdjotNCuevUrC5A7jra0txGKxrF0gBoNhz+uKKIpSFFlvb++hFr4o5cHn88FsNkOn0+HSpUs1tyMvF2RnR0tLC/r6+gDcOUeT8UyMFzzPp0W7EaG5mGg3hUKRUzDOLL7LLL3LJRiLoljU/XMwGNx3HvHkk0/ic5/73L6P8cYbb0iLoMWQOefIZwdxKXcZU2oTKg5TKDLq0TnMMMyh3Lbysjmykn2Uk365E7rWbz72E4d5nsfy8jLcbjeOHTuGK1eu5L21rFSicCKRgMvlwtbWFoaHh3H27NmG3h7KMAyam5vR3NwsTXQzC8KWlpbSyjrkDuNS572SMqbFxUUcO3YM8/Pzabm1jFoBZYcOyg4dct0GioIIIZxKK8sjLmT+dg4yOBFiJAU+kgK/Hs39d9Ep7+Qe3848VspykJlmVcNONsmimkKhqEq3vUqlyhIj5JncwWAQq6urSCQS0Ov1WWJErZ8PYrEYbDYbgsEgTCbToQo14ykeX3zBiW9f3wAAzPa14EtX5zDaWfs3+UeF3M09MDBw4DUo1zk6c1FP7l4rxXbnRkYURWxvb0slR5cvXy46O52Sm1znaHnRbjgclnaBEMFY7jBOpVKwWCxgWbYqr0GNjnxhZWJiAgMDA3U9X5Kfo+WLemSnXjgchtfrhcvlQiqVkgRj+bm6mHkHOa/LxWa5YLyXaEzu0RQKRUGmJOIc3ovf//3fx/ve9759H2NkZCSv58qE/F23trak6yBwaxGcmF16e3vBsiz8fn+ae9jj8WB+fr6o56XUB7U9q6dQCuSgC2458nmrgWIc0fKyuaGhoYIcq+WEXNg5jquK4zkMucRh+c2WSqXC2bNn07Yd7geJTJFvnyo2V3h5eRlLS0vo7OzMEh0pd5Bvpevv7wdwp6xjv7xXIhoXu33f6/XCbrdDoVDg9OnTRd3wMQoGytsxEkB2A7YoihDjPIRAMkM0vuNCFuM8xAQPPhEHvx3P/UQq5k5hnlErE5Fvf7VqwCjq53wL3Nq+a7PZ4Pf7MT4+joGBgZoRnXJtd2ZZVhrPfr8fy8vLFS9xLCU8z2NpaQlLS0vo6+vD/Pz8oaI0LFthfPRfzHDv3Mr+/u3Lg/iD+8egoaVzRUPy9TUaDe6+++6iCwGLFYzJl16vr5nPbiWJx+NS1NXk5CR6e3vrat5czahUKrS3t6eJOhzHpeXMezweRKO3FnSbmprQ3d0NjuOknSH0vTp6dnZ2YDab0dzc3NALK3vt1CNdIOFwGLu7u9K8Q6/XZy3sFXM/eJBgTOZxxJFP7qPziaQIBoP7isOdnZ2H7pvYi9HRUfT29uLFF1/E2bNnAdyaw7388st45plnAADnz5+HWq3Giy++iEceeQQAsLm5iZs3b+KLX/xiWY6LUhtQcZhCkUEuLvUgPMopRBw+yrK5fCBO6Hoopct0dAeDQVitVsRiMUxMTBTkYitVrjDZ4qXRaHDu3LmKZ0rXA7nKOuROH5IlmNlWbjQaD9y+Ly/LGh8fR39/f9mEC4ZhwOhVUOhVwPHcrnWR5cHLHMdyFzIfZCGGUwAnQvAlIfiS4BDO8USAwqBOK8uTxOTbOciMujbEGbno2NvbiytXrtRFfq9Go8m6mZGXOPp8PiwuLoJl2azt+8VkCZaTnZ0dWK1WqFSqQ+eiCqKIv3ttDX/2YxdSvIiuFg2efvcM5seoO69YEokEbDYbdnd3C74O5stegrE8H5PEBgHIEozLkTNfKwiCgNXVVbhcLvT09GB+fr6u5su1ikqlkmKDAoEAzGYzWlpaMDQ0JOXNu1wuRKNRqFSqLIcxFYwrRyqVgt1uh8fjKds5rtZhGAY6nQ46nS4tGzuZTErnaPnOpqampizBuJi5F4mS2Nragt1uR3d3N06fPg2lUpkVTbFfhnEwGCzZ/dPKygp2d3exsrICnufx1ltvAQBMJhNaWm4ZO6anp/H000/j6tWrYBgGjz/+OL7whS9gYmICExMT+MIXvgC9Xo9f//VfBwAYjUb8zu/8Dp544gl0dHTg2LFj+MhHPoKTJ0/iwQcfLMlxU2oTKg5TGoqDLr715EqVk484LIoi1tbWjrRsLl/qJRtapVKB53kkEgnY7XZsbW1hZGQE58+fz3vbVOZEhYjChU40g8EgbDYbEokETCYT+vpoRmYpyeX0kW/fD4VCWFtbS9u+L897FQQBbrcba2trhy7LKiWMRglVdxPQndvxIvIChFAqzW3MB9PFZPDirZ8JpYDVPZ5Hr8oQjW/FVxAXMqNTHul4FUUxzenYCGVMuUoc5YIx2RrKcVxOwbjSbsx4PA673Y7d3V2YTKZDb9/1RpL4o+9a8F/uW6Vz90914k9/ZQrt+tpfDDgKBEHA2toanE4nuru7MT8/X1TpVrHslY8pjw2SC8aZ4lojCMahUAhmsxk8z+Ps2bNZZUaUo4UUmq2vr2NsbAzDw8NZ51me59Mcxm63WxKM5ePZYDBUpDuh0fB4PLBYLFIMy1H0D9QyWq0WWq02baGaZVmEw+G0hb14PJ5V5GgwGA6Md0skElJp44kTJ6T5DbC3w5iYcuQRFdeuXcPx48dL8po/+9nP4m//9m+l/yZu4Jdeegnvete7AECKxyJ87GMfQzwex2OPPQa/34+LFy/ihRdeSNuB8+yzz0KlUuGRRx5BPB7HAw88gOeff76qFvMplYcRyT5kCqUB4Hn+QFHxxz/+8aELaaqNN954A319fRgYGMj6/zLL5iYnJ4+sbC5fXnnlFczOzpZtS06l8Hq9ePvttyGKIrq7uzE5OZn3tjIyESFuYfmKdSEkEgk4nU5sb29jZGQEIyMjdGJwhMjFNeKMIDnoWq0Wx48fR3d395GIa+VAFEWIEQ5CMCmLrEh3IYtJ4eAH0ijSco7lLmSlUQPGoC7bOS0ajcJqtSIcDmNiYqIhChvzRZ4lKP8SBKFiBWHyQkBynj2sm/tl+w4+9T+s2I2loFMp8LGHTHjvefq+F0swGITFYgHP85iZmanqXNRMwZhse5YXkxIhol4EY47j4HK5sLa2hpGREYyOjtbF9aee2NnZgcVigU6nw+zsbN4dFUC6YEwENnl3gnxcU8G4OFiWhc1mw87ODqampqgBo8ykUilJMCZjmuRyZ56niUC/tbUFq9WKrq4uTE1NFWzAEAQBTqcTjz32GFwuFz75yU/i8ccfL8fLo1DKBhWHKQ1FPuLwyy+/jJMnT1b1zUmhvPnmm2hvb88Kt6+2srl8uXbtGsbHx6VsqlpDFEVsbGzAarWC4zhcvHgxb5c2OWUTURhAUaIw2f6+vLyMrq4uTExMUAdDleH3+2G1WpFKpaQ8RyJG8DwvTXCJw7hehIhMhASXLhoHWPDBOznIYjSPXQQKBgqj+o7b+LZoLOUft2rAqAo793EcB7fbjdXVVfT392N8fLwq3NzVjiiKiMfjWYJxrrzXw47p3d1dWK1WMAyD6enpQzsdEykeX/6RC//PG+sAgKmeFnz5PbMY78pfiKHcIZVKwel0YmNjA6OjoxgZGamJOUgmgiCkZRjvJRiTDONaOk97vV5YrVbodDrMzMxI25gp1QHLsrDb7fB6vSWNKCDdCfI4LCIYZ27fr7UxXWm2t7dhtVphNBoxPT1N59pHBIlXkS+CRKNRKJW3dp7xPI/BwUEMDAwUvAgiCAK+8Y1v4LOf/Sx+4zd+A1/84hfrymRGaRyoOExpKARBkFx4e1HrwmMu3nnnHTQ1NcFkMgHILpurNVHjtddew8DAgFQAVksQsYJlWQwPD8PhcOChhx7K63dLlSu8tbUFh8MBnU6HycnJqo0PaVTI59Pr9WJ0dBRDQ0Npbu7MMiXylSlEGI3GhnD5iCkBQoiVco5JfIUkKIdYII+ZDtOilkVWyBzIt7/HaG+9B/I8Or1ej+np6aLLsii3yNeNma8QQaJ6dnZ2MD4+jsHBwUOLjvbtCD7yL2Y4vbdKnn7r4gA+/MA4NAUuKlDSP0MGgwHT09NV1W1QCgRBkMa0XJCoFcE4mUzCZrPB5/PRXNQqhHREWK1WtLW1VUR0FAQhp8NYXsxbzWO60iSTSVitVvj9fkxNTdHSxiqEGHX0ej1aWloQiUTSFkHImI7H4xgaGsoZ+be8vIzHHnsMTqcT3/jGN/Dwww/T95lSs1BxmNJQ5CMOv/766+jv769J4XEvSEbexMREWtnc5ORkTd6QXb9+HV1dXRgaGjrqQ8mbWCwmbSkbGxvDyMiI1B570ERir1zhQgkEArDZbGBZFiaTiU5Uqwye57G8vIylpSV0d3fDZDLlfbMnFyLk4hrZFioXjA/KXKs3REGEEE5BCCQlEZm4jm9FWSQB7uCpEKNTQjSoEGUSSKg5GAc6YBzouFWa16YBo1c11N+13OQ7puVlSvKyrFLtiBBFEX//xjq+/KILLC+go1mDp39tGveYOkr0ShsLEsMSiUQwNTVV9TFWpSTXmJaLa9XgxhRFEevr63A4HOjo6MDU1FRFs58pB0NyUUOh0JF/hjLHNHEb13PMykGQxS+bzYZjx47Rz1AVwrIsrFYrdnd3MTMzk2YIyzWmH330UaysrMBkMmFubg5nz57FhQsXYDab8elPfxpXr17Fs88+S3PYKTUPFYcpDYUoimBZdt+f2SuCoZax2+3w+/2IxWJoamrC1NRUTV/A3nrrLbS2tmJsbOyoD+VAUqkUXC4XVlZWcPz4cUxMTEiTRJZl8R//8R948MEHc65GZxYcFJsrHI/H4XA4sLOzg5GREQwPD9Nc4SpCFEV4PB7Y7XZoNBpMTU2VxM1NtoVmChEajSZLMD5sBmstI4oixBh3RzAOsDIR+ZYLWYzzBz+QipFFVtwpy5NcyK0aMIr6vzEuJ3LnmnxMq1QqNDU1IR6PQ6FQlCw73xdl8anvWfCKcxcAcN9EBz7/q9PoaG7cz0uxkCijpaUlGsMiY79FkEyHcbl3gkQiEVgsFiQSCczMzNR8r0O9QYqjnU6nZPCoxmv3Qa75TIdxLUbJ7EUymYTFYkEwGMT09HRd7UKtF0gpIHHc5yPcsyyLn/3sZ3jttdfw5ptv4p133oHT6UQymYTJZML999+P8+fP4/z585ibm6OLAZSahYrDlIYiH3E4M4Kh1vF6vXjnnXfA8zxOnjxZFy6dmzdvQqPRYHJy8qgPZU9I87rD4ZC2zWbmTwmCgBdeeAE///M/nzaRkIvCh8kV5jhOyhXu6ekpyIlKqQzhcBg2mw3RaBQmk6nsZWY8z2fFUcRiMeh0uiw3JhVu7rjo3FYn2tUGDB8bgCapuOVClrmPxfD+O1IAAAygaJVHVtz5UrbdEpMZdf3cJFeKeDwOi8WC3d1dGAwGSZhQq9VZY7qQG7b/dPrwR9+zwBdNQaNU4GMPjeN/v0C31heDz+eD1WqFUqnEzMwMjEbjUR9SVZNr+77cNV/qgjCe57G4uIjl5WUMDg5ifHycLiBXGdFoFGazuWaF+71yuQHkdBjXmmAsiiI2Nzdhs9nQ2dmJqampqhTuG5lUKgWr1YqdnR1MT08XtXtSEAR8+9vfxkc+8hE89NBDePzxx7G0tIQbN25IX9FoFCdOnMC5c+dw/vx5nDt3DqdOncq7cJxCOUqoOExpKPIRh0kEw8zMTCUOqWwQ0SkYDOLYsWNIpVK4++67j/qwSoLVaoUoilX7Hnm9XthsNgiCgOnpaXR1deWcgIiiiBdeeAH33nuvFO9Rqlzhzc1NOBwO6PV6TE5O0pvxKoNlWbhcLmxsbGBwcBBjY2M53eOVIJVKZQnGiUQCer0+zV1sMBgaSjAIBAJSaeTk5OSen2MAEHkBQiiV5jbmM3OP+TyiK/QqyW2szMg9VrRpwOiUVJy8DVmAc7lc0tZdsvglL54hX9FoFFqtNkswzryBT3I8nv2xG//Xa2sAgInuZnz5PbOY6KZFXIWSTCalsiyTyYTBwUE6fotkL9d8ZsyKwWAoSDDe3d2FxWKBUqnE7OwsLVGqMgRBwPLyMtxuNwYGBjA+Pn5kc4VSI8+aly+CkHJSuWhczYJxIpGA2WxGOBzGzMwMuru7j/qQKBl4vV6YzWa0trZiZmamKKOMx+PBH/7hH+LatWv4i7/4CzzyyCNZ51lRFLG4uIgbN27g+vXr0r+BQABPPvkkPv3pT5fqJVEoZYGKw5SGI5lM7vv/O51OxONxnDx5skJHVFoSiYTU/k0cID6fD0tLS7h8+fJRH15JcDgcSCQSVfceRSIRWK1WBAIBmEwmDA0NHTiZ/dGPfoSLFy+ipaVFio8oVhQGAL/fD5vNhlQqhYmJibpwitcTckGrra0Nk5OTaG5uPurDyoJlWQSDwTQhgmVZtLS0ZAkR1XrDVizJZBJOpxNbW1sYGRnByMjIoUVxURQhRjgIwWS6aHy7QI8PsAArHPxAGsUd0fi22/hOlIUGjEHdEJ93ItzzPI+pqam8XHQcx2UJxpmueR+nwed/vAa7JwYA+I27+/HEA+PQqRtnUaQUyLe/d3R0YHJyku5aKQP5CsbyXG4Cy7JwOBzY3t6mwn2VEgwGYTabIYoi5ubmGmKRP1fhLhGMyfyDiMYtLS1HOv+Q53N3d3djcnKS7riqMlKpFOx2OzweDyYnJ4vanSeKIr773e/i8ccfx5UrV/BXf/VX6O3tLej319bWIIpiTXXlUBoTKg5TGg6WZbHfsF9aWsLu7i7OnTtXwaM6PCRCYHFxMatsjjhZ77nnniM+ytKwuLiIYDCIM2fOHPWhALg1ppxOJ9bW1jAwMACTyZT3drKXXnoJp0+fRmtr66Fzhe12O3w+H0ZHRzE0NNRQLs9awOfzwWazQRTFvAWtakEURSSTySzBmOf5rFzMlpaWmhQZMp2ok5OTFdsGKIoixAQvE4xvCch88E58hRjlDn4gBQOFUX3HbWzUQNkmdyCrwShrV8wngtbW1hZGR0cxMjJyKHEglUohHA4jGAzin3/mxd+9E0VKAAxq4LHzBtw32SmN63px65WbUCgEi8WCVCqF6enpmjrP1QMka16+EEJyucm5mud5bG5uwmg0YmZmhm53rjJ4nofL5cLq6ipGRkYwOjpad4uwhSAXjOUOY57nsxasKyUYx+NxmM1mRKNRzM7O0vNcFeLz+bCwsICWlhbMzs4WtUDp8/nwxBNP4Ec/+hG+8pWv4Dd/8zcb+rNIqX/oTJdCyUCtVoPj8rgJrxLkK9c6nQ4XLlzIKptTqVRIpfLIxKwRlEplVbxHZLufy+VCe3s75ufn0dKS39ZjEhuhVCrhcDhw7NgxGI3GgrNeOY7D4uIiVlZW0NvbiytXrtAihCojFotJpZBjY2MYHBysucklwzDQ6XTQ6XRSwYooiojH45JgvLGxIYnfma41vV5f1YLx7u6uFAVz6tQpdHR0VPT5GYYB06SCokkF9Opz/oyYEtJyjkl8RVp0hSBC8LMQ/HvHJzEt6gzR+LZw3HbbfaytvkUl+XWOnGtLIWip1WowuhZ8+YV1vGSPAgCujLXhoz/XBzV/a2yvrq4ikUigubk5yzVPF+DuwHEcXC4X1tbWMDw8jNHRUfr3OQIUCgWMRmOay5TneUQiEezs7GB9fV0ySRAhX+7GzHQYUyrL7u4uzGYzNBqNtKus0WEYBs3NzWhubkZfXx+AO/MPsgCyvb0Nh8ORJhjLHcalOhcRF6jD4UBvby9Onz5NFw6rDI7jYLfbsbW1hcnJSfT3F94VIIoifvCDH+BDH/oQTp8+jbfffhuDg4NlOmIKpXqgZzNKw8EwzL7OYbVaXTNC6s7OjrS1dmZmZs8IAZVKVRViaqk46tcjiiI8Hg9sNhsUCgXOnDlTkGtAnit84sQJ7O7uIhQKYX19Xcp6JULxXiIEEUtcLheam5tx11130azAKkMu3Pf19eHKlSt1VVDCMAz0ej30en3aDRvJEAwGg1hZWUkrUtpvm/NRkEgkYLfbsbOzg7GxsbyiYI4KRq2AslMHZacOuZaPREGEEE6lleWlicmBJMCJECMp8JEU+PVo7ufRKW/lHrdqbucfa2VRFhowelVF37dgMAir1QqWZXHixAl0dXWV7LGvuXfxye9a4I2wUCsZPPHAOH7z4gAUGa8vmUxKIoTP58Pi4mLOmJVSihC1gvx6qNfrcenSpaqMymlkGIbB7u4ulpeX0dfXB5PJBIVCkRZJ4fV6EY1GoVKpshZBquFcXe+Q7e805iM/5PMPssWfCMbEXezxeOB0OiXBWL7LqZhzdSwWw8LCAhKJBE6fPl3xRWTKwezu7mJhYQFNTU24fPlyUYvIwWAQH//4x/G9730PX/rSl/C7v/u7VTsvpFBKDY2VoDQcqVQKgrB3tuPu7i7eeecd3HfffRU8qsIgZXOBQADj4+MYHh7e98IVj8fx8ssv4+GHH66LyabH44HD4cCVK1cq/tzEaRONRjExMYGBgYG8/6b5lM3Js17JvxzHSSKE0WiEKIpYWVmBIAiYmJhAd3d3Xbyv9UJmIeDU1FRDC/ckF1MeSRGNRqFWq7ME40q53onrf3FxEd3d3TCZTHWfiSqKIsQYd0cwDtzJPJaiK+L8wQ+kYiS3sTJNRL791aoBozj8+SiVSkn5+aV2orKcgK/8hxvP/69VAMB4lx5fujqH6d78XXqJRCKryFF+rq70NuejIB6Pw2q1IhgMYnJyEn19ffRaVGXIc2tnZ2fR1ta2588Sh3FmkWOmYEzO1fS9Lg3b29uwWq0wGAw05qPEiKKYdq4mwjHHcdJuECIa77UbhMy5XS4Xjh8/DpPJRN3CVQbP83A4HNjY2Ch6cUUURbz00kt47LHHYDKZ8M1vfhOjo6NlOmIKpTqh4jCl4eA4Djy/9w1wOBzGa6+9hgcffLCCR5Ufucrm8nEichyHH/3oR3jggQfqoizB5/Ph5s2bFRXwE4kEHA4HNjc3MTw8XFBjNBGDSeFcIbnCZGIbDAbh8/ng9XqRSqXAMIwkFhOXcSEN5ZTyEAwGYbPZkEgkMDk5SQsB94DneekmjYjGmeVg5KvU5yySwa5UKjE9PZ0Vw9PIiEn+dmQFyT1OprmPxXAeu2oY3BKMZWV5xImsvF2ix6j3FktFUcTGxgYcDgdaW1sxPT0t5eeXAvdOFB/9FzMsWxEAwPsuHMdH/zcTmg5ZOpcpQuyXy93c3FzTgjFZXHG73ejr68PExERdzC3qCY7j4HQ6sb6+fqh8bvm5mvwbiUSg0WiyxjUVjAsjmUzCarXC7/djamoKvb299O9XAeTnank2NxGM5eNaoVBIO1fm5ubofKEK8fv9WFhYgFarxdzcXFHzhXA4jE9/+tP41re+haeffhof/OAHa/oaTaEUC132olAyIJEFoihWzSRNXjbX2dmJK1euFLRtk6yEcxxXFzdwKpVqX4G/lPA8j8XFRano75577sl74pFLFM7lFt4PhmGgUqkQCoWwtbWFvr4+jI+PI5VKScLa8vIywuFwlrvHaDTS/OEKkUwm4XQ6sbW1hZGREYyMjDTc9vJCUCqVaGtrS3OxycvBQqEQ1tbWkEgk0NTUlBaz0traWtTfNhaLSTsuTCYT+vv76eQ/A0arhKq7CejO7VwTeQFCKHU75zgpi6yQ5R7zoiQo7/k8epXkNlbKMo8TqhQc20uIcQnMzMwcaldEIJbCT1cCEEQRp/pb0WPQ4v99cxNP/7sDCU5AW5Man//Vadw/VZoiIYZh0NTUhKampqxcbiI+bG5uSrncuQTjaplz7Iff74fFYgHDMDh//vy+TlTK0eDxeGC1WksS85HrXC0XjMn2/Wg0Co1GkxZHQeKDKOmQBTC73Y7Ozk7Mz8/XVeRUtbPXuVoeH7SzsyNFUqjVanR0dCAcDgMADAYDdQ5XATzPS2XgJpMJQ0NDRbmFX331Vbz//e9Hf38/bty4gcnJyTIdMYVS/VDnMKXhOMg5XE0u28yyucO43F588UVcunQJBoOhxEdZeSKRCK5du4aHHnqobM9BogHsdju0Wm3Bf3siCvM8X5BTWI4gCFKusMFgwOTk5J7vH2kolzsxo9EotFptlrB21OO6nhAEASsrK3C73ejs7MTExATdElpCWJZNG9OhUChn1qvBYNhT6CULPPK8TXojXh5E8XamceCWUCyJxrfjK/gAC7B7xzpJaBSynGNtmgtZ2aYB06Le93z672YP/vo/lxCIc4AINKkV0KgY2D0xAMDl0XY8/e4ZdBsqv3gmiiJisViWw5hhmCzBuJqKHFmWhcPhwPb2dtXnczcqiUQCNpsNfr+/4jEfmYIxmYPIBeNKxwdVI7FYTIomm5mZKWmGOqU0RCIRLCwsgOM4TExMAEDa2GZZNsthTAXjyhIMBnHz5k2o1WrMzc0VtQAWi8Xwuc99Ds899xyefPJJfPjDH6bvIaXhoZ8ASsNx0ES5Wly2Ozs7sNls4DgO09PTh95uplar66aUTqVSSW7cctyc+v1+WK1WJJPJgm+w8skVzgefzwe73Q5BEDA7O4uurq59H0feUE4adTmOkyazwWBQcmLmU3hH2R9RFLGzswO73S6VEh47duyoD6vu0Gg06OzslAofM909mYUz8nGt1+ul90ir1eLChQswGo1H/IrqG4ZhwBg0UBhyi++iKEJM8LLc4yTCG35EN4PQpVTQppRAjAdYAbw3Ad6byP1ESiYrukJ524nsTHH4by+5wXICelo0iLI8lnwx8CKgYIAnHhzHb10azCqdqxQMw7xXvEcAACAASURBVKC5uRnNzc05ixxDoRBWV1cRDoehUCiyBONKxwfJYz7a2tqKLvmhlA9RFLG2tgaHw4Hu7u4jcaLmchhzHIdwOCwJa9vb2w0rGMsXkvv6+nD69GkqRFUZgiBIuzSHhoYwNjYmzY27u7uln5PPQUjRYzKZhF6vz8owpmaM0iIIAlwuF1ZWVjA2NnZg504uRFHE66+/jve///1obW3F66+/jrm5uTIdMYVSW9CrEoWSAcMwUKvVSKVSR3IDVGjZXL6QuIx6gEyoeZ4vqTgci8Vgt9vh9XoxOjpaUAFSKSIkACAajcJutyMQCGBsbAyDg4NFv0aVSoVjx46liZbywjufzwe3251VeFcPmZjlJBqNwmazIRQKYXx8nMYTVBCGYaDT6aDT6aSbNfnW/WAwiI2NDVitVulz2N7ejr6+PqhUqqqKC2pEGIYB06SCokmFSIsAa9iJ6LEopi5PSfncYkqQ5RwnM9zHsugKfxKCP5n1HP+OJMJg0csowEZ4sLwABQAwwLsmO/F/XB6q+Os+CIZh0NLSgpaWFhw/fhzArZtguWBM4oOUSmWWsKbT6coyriORCCwWCxKJBGZnZ9MEEkp1EA6HYbFYwLIsTp8+jY6OjqM+JAmVSoX29va0XVdEMCbjmgjGWq02TVirJ8E4HA7DbDaD4zicPXuW5tZWIaFQSCpuPGghWavVoqurK831TQTjcDiMQCCAlZUVJJNJNDU1Ze1yooJxcYRCIdy8eRMKhQIXL15ES0v+BbKERCKBp556Cl/72tfwyU9+Ep/4xCfo+0GhyKDiMKXhyOcG6iiE1GQyKTWtDg4O4tSpUyV1fiiVyroRh0vt7uY4Di6XS9p2fu+99+adk1cqUTiVSsHtdmNtbQ3Hjx/HlStXyuL80Wg0aZNaeTFHMBhMy8TMzC9u9MI7+XvU39+PkydP0kllFcAwDPR6PfR6PTo7O+F2uxEMBtHb24u2tjZEo1Gsrq7CbDZXVFij5IbjOLjdbqyurmJgYABnzpxJc9AxagWUnTooO3XI9ekSBRFCOJVWlnfLhXwruiK4mwBEgBEBNS+iDQySejVUaiU4oXaS1Ihr2GAwoL+/H0B6fFAoFILb7UY0Gs3Kmz9s1ivP83C73VhZWcHg4CDOnj1LXY5Vhvw9ynQ5VjP5CMZbW1uIxWKSYCz/qqVIIHmk0fDwcEGGA0plEAQBbrcby8vLGBkZwejoaFGL/bkEYxKLRebXq6urUo9C5kIInUvujSAIWFxcxNLS0qHKNd966y383u/9HpRKJV599VWcO3euDEdLodQ2dKZHoeSgkhEM8sKzYsrm8qWeYiUYhoFSqTx0KZ18K2ZzczMuXryY97ZzEtdORGEARYnCgiBgbW0Nbrcbra2tRa+GF8texRzEsRYMBrGystLQhXck+9vpdMJgMFT8PaIcDMkIJ5/lS5cuZb1HgiAgEonsKazJIykaYVxXGlEU4fF4YLPZ0NTUhLvvvruoDHxGwUB5u8guFzM/XcfLrywhzDDYDSehVyjQ167DZiiJqZ7a/tzK44MI+ZSDkfGdj7Dm9XphtVqh1WqLfo8o5cXn88FisUCj0dTFe7SXYEzGdDgcxubmJmKxGHQ6XVbUSjUKxn6/H2azGSqVqi7eo3okGAxiYWEBCoWiLO9RZiwWcEswlp+vSdybTqfLchhX47iuNOFwGAsLCxBFsej3iGVZfPnLX8af/dmf4cMf/jA++9nP0jkehbIHVBymUHKgUqmQSqXK+hyZZXMXLlwo61azeoqVAA7/enZ2dmC1WsHzPGZnZ6UtzflQqlxhkocKAHNzc+js7KwKB+NeW5zlhXdEgKj3wju/3y9lf+eT/UypPKFQCFarFYlEAlNTU3t+lhUKhTRGCZnCmtyxVs/jutJEo1FYrVZEIhFMTEyUtSjrwZkufP+dbZg3w0gAUGgV2AwlcUyvwa+e6inLcx4l+2W9Zo7rTAFCPq7lZWYTExM4fvw4PddVGSzLStFXJpMJAwMDdfse5YrFSqVSaeN6Y2MD8Xg8bVwT4fiohDWO4+BwOLC5uUmLG6sUuev+ME7UYtBoNOjo6EiLf0mlUmkLIevr62njWr4Y0iiCsTz/eXh4GGNjY0W9RwsLC3j00UeRSCTw0ksv4e67767bcyaFUgoYkdjfKJQGQRRFsCy778+8+eabaG9vx8jISFmOgZTNpVIpTE1NHbpsLh9u3rwJrVYrNe/WOq+88gpmZ2fTVuTzIRKJSDfAhWY6k/gI8i/5vULfu0gkArvdjmAwiPHxcQwMDNTkzUNm4V0oFKqbwrtEIgG73Y6dnR2Mjo5iaGio5l5DvcOyLFwuFzY2NjA0NITR0dGSbH2Xj2sytuVbQcnYpu3kByPfVt3f34/x8fGKiOyLO1G85+tvIMmJ6GvV4tRAK3778hBO9rce/Mt1SqawFgqFEI/H0dTUBKVSiWg0ivb2dszMzECv1x/14VJkkJ0Rdrsd7e3tmJqaOlRsSD2x17g+Ciem1+uFxWJBc3Mz/RxVKYFAAAsLC1CpVJibm6vaXWD7jWt54V097nSKRCJYWFgAz/OYm5srqkiY4zj8+Z//OZ5++ml84AMfwOc///my9Ah99atfxZe+9CVsbm5ibm4OX/nKV3Dvvffm/NnNzU088cQTuH79OhwOB/7gD/4AX/nKV7J+7p//+Z/xmc98Bi6XC+Pj43jqqadw9erVop+XQikEeldDoeSgXC7bcDgMu90uCZOVFJzq0TlcSKwEEZJIzuXJkyfzvlEoVa4wy7Jwu91YX1+vi8zaeiy843keS0tLWF5ellrf6U14dSGP+WhtbcWlS5dKGsWz17iWt5MvLS2BZVk0NzdnCcbVOK4rjSiK8Hq9sNls0Gq1uOuuu9Ic2+UmxgpIciKa1Ar8/W+fQ49B2/BuIbVanTWud3Z2YLFYkEwmYTQaEYvF8F//9V/Q6/VZwhpdCDkaotEoLBYLYrEYLQXMQa5xTZyYRFzLdGKWekcIy7KwWq3w+XyYnJykrvsqhOd5OJ1OrK2tSfdf1Xyt3mtckzEtj1qplzJHURSxvLwMl8t1qBx1m82G97///djd3cUPf/hD3HPPPWX5PH7729/G448/jq9+9au4cuUK/vqv/xq/+Iu/CLPZjKGh7OLbZDKJrq4ufOpTn8Kzzz6b8zF/8pOf4L3vfS/+9E//FFevXsV3vvMdPPLII3j11Vdx8eLFop6XQikE6hymNCTJZHbDuRyLxQIAmJmZKdnzycvmxsfHK741yOl0Ih6P4+TJkxV93nLx2muvYWBgQCrq2QtBELCysgKXywWj0Yjp6em8nQJyUZicKhmGKSpXeHV1FW63G21tbZicnCxLrnQ1kll4RwS2aiu8I3modrsdGo0GU1NTadu0KdVBIBCA1WoFx3GYmpo60igWMq7lDmOe52tmIaRcxGIx2Gw2BIPBI4sn+KtXlvB//s9FPDDVif/23vq45pWSVCqVtvVdvoNGvhBCvpLJpLQQUss7QmoJ+bbq/v5+mEwmKtAfAvnWfSKuEed8seVgmY7u6enpmhTl6p3d3V2YzWZoNBrMzc3V1fyb7HSSi8aZmfNyh3G1LlpEo1EsLCwglUphbm6uqPk3z/P42te+hj/5kz/Bb/3Wb+GZZ54pqzP84sWLOHfuHL72ta9J35uZmcG73/1uPP300/v+7rve9S6cOXMmyzn83ve+F6FQCD/4wQ+k7/3CL/wC2tvb8a1vfevQz0uhHASdZVAaEoZhsN+6iFqtRjweP/TzEBei2+0ua9lcPjSac5g416xWKxQKBU6dOpXWInwQpcgVFkVRyhVmGAYnT54sOAaj1qmFwrtwOAybzYZoNFr2PFRKcZAFtu3tbYyOjmJ4ePjIhSmdTgedTic5+URRRDwel8SHzc1N2Gw2iKIo3ZwRwViv19fdGCPXu6WlJfT19WF+fv7I8hH/0+kDANxr6jjgJxsLURSxtbUFu90Og8GAy5cvZ219z1WilEgkJPFBviMkl2DcSAsh5SIQCMBsNoNhGFy4cKGobdWUdNRqdVbW617lYEQwlo/rTME4Ho/DYrEgHA5TR3eVIs9/Jm7hervu5trpRDLnydje3t5OE4wzHcZH+TcRRRErKytwOp0YGBiAyWQqam7ndrvx2GOPYWVlBd/73vdw//33l/V1sSyL69ev4xOf+ETa9x966CFcu3at6Mf9yU9+gg9/+MNp33v44YclEblcz0uhEKg4TKHk4LBCqiiK2NjYgN1uh06nw/nz59Mu3EdBvYnDSqVyz9dDCqrC4TAmJiYKyvSVO4VFUZQiJAqFZBuHw2GMj4+jv7+f3jTfploK7zIza8+cOUOdWVWG3HV/7NgxzM/PlyU3rhQwDAO9Xg+9Xo/e3l4A6QshoVAIq6urCIfDUCgUMBgMaWNbp9PV7I0rKfhUqVRHLmYF4im8vR4CANxjOtrrbjUhjyeYnp5Gd3d33uONLISQBVZRFJFMJqVx7fV64XK50iKEyGJIoznnD0MqlYLT6cTGxkZNbH2vdXKVg8kF42AwiNXV1TTB2GAwIJlMYn19HX19fTUfD1av+Hw+mM1mNDU14dKlSw2V/6xSqdDe3p5Wcp5Zvuv1ehGJRKBWq7MWQio1F4nFYlhYWEAymcS5c+eKKmUXBAHPPfccPvWpT+F973sfvv/971dk/rGzswOe5yXTC6GnpwdbW1tFP+7W1ta+j1mu56VQCPQumELJgVqtRiqVKup3fT4frFarVDZXLS7EehOHc70eeXzH0NAQzp49W9D2wMxc4WIiJOSC48DAAE6dOkVvHPJAoVDAaDTCaDRicHAQQHYxGHH1kDxMec5rIU4DQRCwtrYGl8uFtra2kmfWUkqDz+eDzWYDAJw6dSrtBr5W2GshJBKJSON6cXERkUgkzTlPxna1b1GOx+NSwafJZMLAwMCRX+9+4t6FIALjXXocN9K8cHkp4MDAQEkWwRiGyemcl0etbG9vw+FwQBCENKcacc5T0fMOJNbIarXu6eimVIa9BONQKISdnR0sLS1Ju8r8fj8sFkva2KYLzEcLiczZ2tqSzCFHfU2qBpRKJdra2tLiGuSCcTgchsvlQjQaleYi8vN2KQVjURSxtrYGh8OBvr4+nD17tqjPzerqKj74wQ/CYrHgH/7hH/BLv/RLFX+vM5+PmIrK/ZjleF4KBaDiMKVBOShWohghlThFj6JsLh/qURwmsRKZ8R333HNP3jdWuXKFi4mQINnGi4uLaG9vp4JjCSim8O4gt5pccGzEmI9aIB6Pw+FwYGdnB+Pj4xgcHKwrIUmhUEhjlZDp6pE75+VicSmd84dBEAQsLy9jcXERPT09uHLlypFFSGTyn85dAMC947W3mFBqfD4fLBYL1Gp12UsB94oQisVi0rheX1+H1WrNypyv16iVfIjH47BarQgGg5iamkJvb29D/h2qGZVKhWAwiPX1dak3hOd5aVwHAgHJYUwWr+XCGhWMK8POzg7MZjOam5tx+fLlqt1lVC3sJRjvtXgtH9MGg6GonpB4PA6z2YxYLIbTp08XtegvCAL+/u//Hh//+MfxK7/yK/jHf/zHiu/O7ezshFKpzHLrejyeLFdvIfT29u77mOV6XgqFQK9WFEoOCnEOJ5NJOJ1OrK+vY2BgACdPnqyam2Q59SYOK5VKxONxKddTo9EUHN9Rqlxhr9cLu90OpVJZsw7HWkGj0aCrqytte7O88I7kaWaKDxqNBisrKwgEAhgbG6s7wbEe4Hkey8vLWFpaQnd3N65cuVL1ztlSkesmLdM5v76+nlagRERjg8FQUfGB7I5RKBQ4d+5cVRU3CqJ4Rxxu4EiJZDIJm80Gn893pI5uhmHQ3NyM5uZm9PX1Adg7aoVhmCzB+ChLSssNydp0uVzo6ek50oxuyt7I85/lCyxKpTIrm1te5hgIBLCysoJkMikJxnJhjQrGpSOVSsFms8Hr9WJiYgL9/f11e94oN0qlUtrFR5ALxuFwWBKMlUpl1kLIXudsURSxvr4Ou92O3t5enD59uqjPwNbWFj70oQ/hpz/9KZ577jlcvXr1SN5rcs/54osv4urVq9L3X3zxRfzar/1a0Y97+fJlvPjii2m5wy+88ALm5+fL+rwUCoFemSgNyUEXknyEVLlbtaOj40jL5vKh3sThVCoFr9cLn8+HyclJHD9+PO8Jgjw+gojCxQiFpMgsEonAZDLRCekRcFDhXSAQgN1uB8uyYBgGbW1tSKVS2NnZqVjhHeVgvF4vbDYbVCpV1QmOR8Vezvlc4oO8GMxoNKKlpaXkO1cSiQTsdjt8Ph/Gx8cLynKvFNatCHxRFk1qJc4PNd4YEkURq6urcLlc6OzsxPz8fNWd4/aKWpELxsvLywiHw5L4IP+q5WxuQigUgtlsBs/zOHPmzJF3UlCy4TgOLpcLa2trGBsbw/Dw8IHnu1xljvJsbr/fj+XlZemcnenEpIJx4Xg8Hina4/Lly9DpaJRQqcklGGfGYy0tLUmCMRnX5F+FQgGLxYJIJIJTp04VtWNPFEX80z/9E5544gncf//9uHnzZkEl4+Xg/2fvzaMbq86030e2LMuyPM/zoMGyq0yVq4ryUF0kq9MpGlb3Ill0Z7rh9u3cj1QBaQIkH4GsEBrITNJNSCAJNIHQrATSX+cmocPtMNxuxoIkVRRQ1ixZtuVJtmVrHs8594/69uFIlgfJsnwk7d9aWgWyZB35bG3t8+znfd7bbrsN1113HY4dO4bx8XE88sgjmJmZwZkzZwAAd955J+bm5vDkk0/yz7lw4QKAS9XGy8vLuHDhAmQyGYaGhgAAn//853HFFVfg29/+Nq655hr85je/wYsvvojXXnttx69LoewG+i1EoaSAOIdTZfiQZnMWiyUjt+p+QWIYWJYV3QV9OoRCIZjNZiwuLkIul+PEiRM7XlCnyhXOxC0ciURgs9mwsLCA7u5uHDp0SBSl3pRLELcaabqhUChw6NAhSCSSnDa8o2xPMBiEyWSCx+PhBcd8F372klTigzDndWVlJe2ole0gkTl2ux1NTU2iFBwJr1pXAQBjfXWQSfP3ey4TiOAYj8fzroKFNGisqqpCR0cHgJ1lc5NbeXl5XswbDMPAZrNhdnYWPT096OvrE1X8GOUSpJmZXC7fdURYeXl5QrUTkCgYu91uOBwORKPRhE0+IqzR8ZGaaDQKk8mElZUVUfV3KRZSxWMJ52yfz4eZmRn4fD5wHAeZTIbm5mbEYjEEAoG0YoSWl5dx66234uWXX8YPfvADfPKTnxTFuf74xz+O1dVV3HvvvVhYWMDBgwfx3HPPoaenBwCwsLCAmZmZhOeMjIzw/33u3Dn8/Oc/R09PDxwOBwBgYmICTz/9NL7yla/grrvugkqlwjPPPIPR0dEdvy6Fshsk3FbBqxRKgRKPx/m82lTEYjG89NJL+Iu/+IsE4ZHklUajUWi12rxajMTjcbz44ov40Ic+lJfiVzweh91uh8PhQGtrK6qrq7G4uIixsbFtn5sqVziTZnMMw/C5wg0NDdBoNLRpjAjxeDwwmUyIRCLQaDRoaWlJea6Ty/Y9Hk9WGt5RtkfYJKu9vR0qlYqWVGcJErVCsrnJjeO4BKdaTU3NthdobrcbRqMRAKDT6US/Efrpx8/j/KwHX71ai08c69jvw8kJsVgMNpsNc3Nz6O3tRW9vb8HOV8l5mF6vF36/HzKZLKVgLCZWVlZgMBggl8sxODgIpVK534dESSIajcJsNmN5eTnncSzhcDghd97r9W4QjOl65BJLS0swGAyora3F4OCg6D7rlEsbIHq9Hh6PB319fZBKpbxoTGKEyHrk7bffhkaj2RA1wXEcnn32Wdx8880YHR3FI488wscTUSiUvYE6hylFyU5iJYBLF11SqTSh2RwpL8u3xRk53lgsllfiMMmpslgsqKiowOjoKGpqauByubYU+IXPJ7nCQGaiMOkkbjabUVZWRstARQrJ/15cXNyRSLIXDe8oW0M+SyaTCXK5fM+bZBUjwqiV1tZWABtzXp1OJwwGw4ac15qaGsjlckSjUVgsFrhcLvT396O7u1v0490bjuEdpxcAcFKdP67ZTOE4DktLSzCZTFAqlUXRBHWzPEyhqLa0tJTQzDE5ez7XCPOfaR6qOCGfJaPRiJqamn2JJ5DL5ZDL5QkOY1IV4vP5sLq6iqmpqaIWjCORCIxGI9bW1qDT6Tbd+KfsHxzHYXFxESaTCQ0NDQlZ6sKqkEAgwM/bP/rRj/Duu++ipKQEarUaBw4cwIEDB/CHP/wBr776Kv75n/8Zf/d3fyf6NQiFUghQ5zClKGEYZtv83RdffBEjIyNYXFzkm82p1eq8dre9+OKLGB0dRVVV1X4fyo4gjY/i8TgGBgYSFoKrq6u4ePEiPvCBD6R8bjaazQGXSnVNJhOCwSDUanVa2caU3CAse29sbIRGo8lal+rkhndCF2ayqFbIzZOygd/vh9FoRCAQgEajyavKi0KEXKAJx7Xf70dJSQlYloVCoUBPTw8aGhryIsfxP/Uu3Pa/JtHfqMB/3Di6/RPymGAwCKPRCJ/PB61Wi9bWVvpZEpBcFeL1ehEKhSCXyzcIxnu1WS7c2G5oaMDAwAB1OIqQcDgMg8EAj8cjesGR47iESAoiHEejUX4DW5j3WiiCsVBwrK+vh06ny+trsUIlGo3CYDBgbW0Ng4ODfB+QnT733XffxZtvvolXXnkFk5OTmJ2dRVlZGUZGRnD06FEcOXIER48exdDQEM3nplD2CPrJohQl2y38iCP13LlzfFOXQigBzJemdIFAgHfaqFSqlE5tkqGcTLZyhcPhMGw2GxYXF9HT04ORkRG6GBEZHMdhZWUFJpMJpaWle+Lo3q7hncfj4XPViKtNKBhTMeBStYLdbofT6URnZyfN6BYJwpxXAFhfX4fBYEAsFkNTUxMYhsH09DT0er1oXJhbQfKGC9k1zLIsHA4Hpqam0N7ejuHhYfpZSkGqqpBYLJYgqjmdToTDYVRUVCTM29loDOb3+2EwGBAOh3Hw4MF9b5xE2QjHcXA6nbBarXyWutjmtGQkEgnvMG5ubgawUTAW5s4nO4z3olHpXkPEe6/Xm7bgSMkdJOqjrq4uo8+STCaDVqvF448/jldeeQXf/va38T/+x/+AxWLB+fPnce7cOTz++OO4+eabEY/HcejQIRw9epQXjQ8cOEC/CymULECdw5SihGVZxGKxDfcLm81Fo1GoVCqoVKp9OMK94bXXXoNWq+UXlWIjFovBarVidnYWHR0dUKvVm4prfr8fb7zxBk6dOgUgtSicaa7w9PQ0HA5H1l2olOzh9/thNpvh9XpF0ciMZVm+RI44MYWlzULxoVgWsBzHYWFhARaLBUqlEgMDAwWxyVZokAiJxcVFPjZJWL65mQuzoqJig2C8XxtoHMfhg//8Bpb9UfzLpw9hor/wYn9I/rNEIsHg4CBqa2v3+5Dynmg0umFsRyKRjMv2WZbF1NQUHA4HOjs7oVKp6KayCAkEAtDr9QiHwxgcHExo8FkIkIqn5AzjfBKMyfWY2WxGY2MjBgYGRC/eFyOkMeDq6mrGznuO4/Dyyy/jhhtuQG9vL376059ueu3NsizMZjPOnTuHc+fO4fz58zh//jxOnz6N+++/PxtviUIpaqg4TClKUonDyc3mZmdn0dnZyWckFQJvvvkmuru70d7evt+HkgDLspidnYXVakV1dTV0Ot220RfhcBj//d//jVOnTkEikfCiMJB5rvDS0hIsFgu/g11XV5fxe6LsDUIXakdHB1QqlWjF1mJueOf1emE0GhGJRPgNKbGW6hYrwrL3uro6DAwM7HgjLBqNwufzJURS7EZU2y2GRR+ufeRPqCgrxdn/+WeQSQsnm5A0yXK5XFCpVOjq6qLZi3tIctk+aQwmzJ1PJaq53W4YDAaUlpZiaGiIZqmLEJZlMT09DbvdXnTivTAii8RREMFYqVQmNCutqqra1zkmFArBYDDA7/djcHCQOu9FyvLyMvR6PaqrqzE0NJRRpVwgEMBdd92Fp556Cvfddx9uvvnmtNcMLMsiFAoVfOY+hZILiuMbkUJJQihSkGZzbrc7IcJgcXExpbs4nxFbrATHcVheXobJZAIADA8Po6mpaUciElnQRyIRSKXSXeUKezwemEwmhMNhqNVqmoUqQoiQZbVaUVVVhdHRUdG7UIux4V00GoXVasXCwgJ6enrQ19dXcMJ3IeDxeGA0GhGLxTIqe5fJZGhoaEBDw/sRDpFIhB/bwtLmVKJatsf2q1Y3AGCsr7ZghGGheF9fX4+JiYm8yH7Od8rLy9HU1MR/JpLL9peXl2Gz2fixrVQqEQwG4fP5oFKp8qJ5YzHi9XoxOTkJjuNw9OjRonPebxaRJRSMXS4XrFYrGIZJmLdJ/NBej2sy55nNZrS0tNDYHJESi8VgMpmwvLyMgYGBjK6ZOI7D2bNncfr0aTQ3N+NPf/oTdDpdRsdTUlJChWEKJUtQ5zClKOE4Dj6fDzabjc/BVKlUCbue7733HioqKqBWq/fxSLPLhQsXUF1djf7+/v0+FPh8PhiNRni9XqjV6rTcUCQ+4sUXX+TFNHKTy+U7XqSEw2FYrVYsLS2ht7cXvb29VMgSIWtrazCZTIjH49BqtTveQMgHCqXhnTC/sba2FgMDA1AoFPt9WJQkSHTP/Pz8ns95W41toUuturoalZWVuxrb1z1xHudmPPjq1Vp84lj+V/v4fD4YDAZEIhHodDrqnBMZHMchFAphZmYGc3NzKC0t5auXUo1tKhbvHwzDwGazYXZ2Fr29vejr66PnYwuSBWNySxaMs73RFwqFoNfrEQwGCzLqo1BYWVmBXq+HUqnE0NBQRhuWoVAI9957Lx599FF89atfxRe/+MWicfBTKGKHisOUoiQWi+GFF15AXV0dtFptSgeiwWAAAAwODub68PaMixcvF+s7lAAAIABJREFU8pEJ+0UkEoHVasXc3By6urqgVqt37AxIzhUOhUJYX1/nF69+vx9lZWUJJfs1NTUbfj/DMHA4HJienkZTUxPUajXNFRYhoVAIFosFKysr6Ovr25CFWqgkN7wjJaBibXi3vr4Oo9GIeDyOgYEBKmSJEGGePonu2Q/xnuM4BIPBDWNbIpFsyC/e6WaINxzDiftfB8NxeOHmMXTU5u9cHo/HYbfbMTs7i+7ubvT399MNSxFCyt59Ph8GBgZ4J2YoFNogqu3FZghlZ7jdbuj1eshkMgwNDYm+2kiskM0QYRxFtgRjjuP4WLnW1lZotVoqFIqQeDwOs9mMxcVFaLVadHR0ZOQWPnfuHE6fPg2FQoEnnngCw8PDe3TEFAolE6g4TCla1tbWtrw4tlqtCIVCBfXFZTQawbIshoaGcv7apMu63W5HfX09BgYGdlwGRKYphmH4/06VK8wwTEIOpsfj4RsnEVEtHo/D6XSioqICWq226EoL8wEi3jscDrS0tECtVhd9ObWw4R0Z2/vd8C4SicBiscDlcqGvrw/d3d1UyBIhQhcqEe/FJEyxLItAIJDgLvb7/ZBKpRsE41TzwO/1Ltz6vybR36jAf9w4ug/vIDu4XC6YTCbI5XIMDg5SIUuEsCyLmZkZ2O12tLa2QqPRbDnfCjdDhDeJRLJBMFYoFKL6XOYzsViMb7JJKtPo3za7CAVjYY4xwzD82Cb/biYYCxsDHjhwICGCiyIeVldXodfroVAoMDQ0lJGZJhKJ4Fvf+hZ+8IMf4Pbbb8eXv/xl2mCQQhEhdGuOUrRUVlZiq70RseXzZoOysjIEAoGcviZp9GYymSCVSjEyMpKQU7mT5xNReLtc4dLSUtTW1iYIvqQb+dLSEp+BCVzKFVxYWEAgEOAzXunFw/7CcRxcLhfMZjNkMllR5gJuRklJCR+dQkhueOd0OnPS8E4okDQ2NtIsVJESi8Vgs9kwNzcnahdqSUkJn2lJYBgGfr+f3whxuVwIBAKQyWQJGyHV1dV83vBJVX4KC6FQCCaTCevr69BoNGhvb6ffRSLE4/HAYDCAZVmMjIzsqGGtRCJBZWUlKisr0dbWBuDS/BkMBvnNkJmZGfj9fpSUlKTcDKFjIT1cLhcMBgOqqqowPj5Oq8L2CIlEAoVCAYVCgdbWVgAbBePFxUVYLBawLLshw9jtdsNut6O9vR0jIyPULSxC4vE4LBYLFhYWoNFo0NnZmdF89O677+Kzn/0sOI7DK6+8gmPHju3B0VIolGxAncOUoiUajW4pDs/NzWFubg7Hjx/P4VHtLQ6HA263G0eOHMnJ65GmR4FAIO0yJBIfQf4lroN0FyahUAhWqxXLy8vo7e1Fd3c3YrFYgruYOHmS4yjKy8vphVmO8Pl8MJlMCAQC0Gg0tClghggb3pHxnc2Gd6urq3wDSZ1OR50+IoTjOCwuLsJsNkOpVEKn0xVEs5Z4PJ5QGeL1ehEMhvCP56VYjwJf+4tWfFDXgurq6rwQGoSbLC0tLdBoNNRJJULi8TgfhdXX14fe3t6sxxuxLMtvhmznnqfrktREIhEYjUasra1Bq9XSNYRIELrnfT4f1tbW4PV6AVwy6dTV1dF8bhGytraGyclJlJeX48CBAxnFUMViMXzve9/Dd7/7Xdx888245557RBGFRqFQNoeKw5SiJRaLgWXZTX++tLQEm82GiYmJHB7V3uJ0OjE/P7/ngnc4HOazqXp7e9Hf37/ji/XkXGESH5HuIj8ej/O5wttFEySXNXs8Hvj9/gSXGvmXdk7OLtFoFDabDfPz8+ju7kZfX19eCDv5QrYa3oVCIZjNZrjdbvT396fVQJKSO/x+P4xGI4LBILRaLVpaWgpaILnoXMPHfnoB5aUS/OQvaxAO+BCJRFBZWZkwvrPtnt8t6+vrMBgM4DgOg4ODO3KhUnKPy+WC0WiEQqHA4OBgTjdZhO55cgsEAnxfhWTBuFgheepmsxkNDQ3Q6XR0k0WEsCyL6elp2O12dHZ2oq2tje+tQIRjYT43+ZcKxrmFYRhYrVY4nU6o1Wp0d3dntIbQ6/U4ffo0/H4/Hn/8cYyPjxf0WoRCKRToFTiFsgllZWWIxWL7fRhZpaysbE+jMuLxOKampuBwONDc3IyTJ0/uuKRPKAqTPautIiS2+j0LCwuwWCxQKBQ4duxYQil+KjYraxa6L+fn5xEKhaBQKBIEY6VSKSrRIV9gWRZOpxM2mw11dXUYHx/flwZZhY5EIkFFRQUqKir4pknJDe9mZmb4hnfJ7nmpVIrp6WlMTU2htbUVExMTRS1EiBVhI7Ouri4cPny4KDZZzjouOdDG+utx/OhlAC45CMncvbKywscJVVZWJkRSpNs4KRtEo1FYrVYsLi4WVZPNfCMcDsNkMsHtdkOr1e5L1AdpQCpcv5C+CmR8Ly0tJWTPC2/FIJAGg0EYDAYEAgEcPHiQNkMVKT6fD5OTk2BZNiEurLq6mo9bSc7nnp+fh8lkStnQUaFQ0HlzD1hfX8fk5CTKysowNjaW0WZYPB7HD3/4Q3z961/H9ddfj69//esFUblEoRQLhX/lQKFswnYL/ULMHN6r9yR0bsjlclx++eVpZcWmkyu8FWtrazCZTIjFYnwH8Uwv6EpLS1FXV5fg6BKW7AtFB7JwJcIDzS/eGmE0wfDwMBobG/f5iIoLiUQCpVIJpVKJ9vZ2ABsb3lmtVj6fXCqVoq2tDS0tLfSCTGSQTHez2YyKigqMjo4WVSOzV62rAICT6vfjTcrLy9HU1MQLRUL3PBHUSA5msuiwV3M32bQ0m82oqamhWagiheM4OJ1OWK1WNDY24sSJE6ISWVP1VSBxK2R8LywsIBgMQi6XbxCMC6XySRjJ0tbWhkOHDhXFZli+wbIsbxjZLvc+VT432cgm43tubg4GgwEAcjZ3FwMMw8But2NmZgYqlQo9PT0Z/S0tFgtuuOEGLC0t4Xe/+x0+8IEP0HNCoeQZNFaCUrTE43EwDLPpz0OhEF5++WVceeWVBfPl5vF4cO7cOfz5n/951n6n2+2G0WhENBrFwMAAWltb084VJvEemcRHAJfOlcViwcrKCvr6+tDd3Z0TN6+w+YawZF/YWIYIxrRh1yWXj9lsxtraGlQqFTo7O6nYKEICgQBMJhM8Hg/a29tRXl7Oj/FcNLyj7IxAIACj0Qi/3w+tVpvW3FsI+MJxTNz/GhiOw+//YQxddTsXW5Ndah6PBz6fDxKJBFVVVQkO463iVnaCMOpDp9OhqampqM5TvuD3+6HX6xGNRqHT6fJ60zIWiyUIxl6vF6FQCBUVFRsE43wTVX0+H/R6PeLxOIaGhmgki0jxer2YnJwEAAwNDW1bwbdThJVPJI6CZBgL4yioYLwzPB4PJicnUVpaigMHDmS0ucwwDB555BHcfffduO666/Cd73wnoRKTQqHkD/m1IqBQsshOnMPApS+9fFs8b0Y2ncPBYBAmkwkrKyvo7+9Hb2/vjgWibOYKT01NYWZmBq2trThx4kROS95TdWsW5hd7PB7YbDb4/X6+7FMoOhSKi2c7hOepra1NdG4syiWE56m9vR0HDx7ccJ6E7vnV1VXePZ+thneU7RG6fDo6OnDZZZcVzVwi5OyUGwzHobehIi1hGEjtUiNzNxGLHQ7HrpqCMQyDqakpTE9Po7Ozs2iiPvIN4Xnazt2YL5SVlaG+vj6hYWg0GuWFNI/Hg9nZ2YTNPjJ3i3WzT3ieenp60NfXJ8rjLHZYloXdbsf09DR6e3vR19eX1bVAqsqnZMHY6XQmbPYJs+epYHwJ4XnaTaNNh8OBG264AVNTU/j3f/93nDp1iv59KZQ8hq5SKZRNIBdxsVisYC7opFIpL8hmuliLxWKw2Wy8gHTFFVfsWJDNZq7w3NwcbDYbKisrcfnll6O6ujrt97IXCPOLOzs7Abxf9klENafTiXA4zDdNEjowC0lQS85/Pn78OHUTiJDkaIKtPk8ymWzTkn2Px4PFxUWYzea0G95RtofjOCwvL8NkMqG8vFxU895+8JrVDQA4qW7Iyu8Tzt0dHR0ANjYFI3ErMplsw2afcCNlZWUFRqMRMpmMznsiZnV1FQaDAWVlZQV/nmQyGRoaGtDQ8P7nRZjP7Xa74XA4EI1GEzb7SD73fgqxa2tr0Ov1KC0tLfjzlM8QF2pJSUlOz9NmUVnC6pDZ2dmUgjHJMC6mtYnP58PFixchkUgyPk8sy+JnP/sZvvzlL+Paa6/Fb37zm7TiBCkUijgpDMWLQtkDJBJJweUOE5E7Ho+n7dwkDcQsFguqqqowNjaWljCRrVxht9sNk8kEhmGg0+nQ3Nws+kWdVCrdkF9MLso8Hg+Wl5dhtVrBMExCSXNNTU3eLlo9Hg9MJhMikciu858pe4fP54PJZEIgEMgommC7hnder3fThnc0bmXnkEoNj8cDjUazLw2yxATHcXiViMOq+m0enTmpmoIlZ7ySZqVyuRxKpRKhUAihUGhXnd4pe0s0GoXZbIbL5YJarUZXV1dRnqfkfG4ACfncy8vLsNlsG6pDctXQMR6Pw2KxYH5+HiqVCt3d3QW1gV4oMAwDm82G2dnZXblQs0lJSUlKwZisTXw+X9EJxsIM6N24uufn53HTTTfhvffew1NPPYW/+qu/2pO/1cMPP4z7778fCwsLOHDgAB544AGcPHly08e//PLLuO222zA5OYn29nbcfvvtOHPmDP/zD37wg3j55Zc3PO/qq6/G7373OwDAP/7jP+Kee+5J+HlLSwsWFxez9K4oFHFDxWFK0bKTLzKpVIpYLJaDo8kNRJBNVxwmbjWWZTE8PJxWZqIwPoKIwpksRoLBICwWC9xuN58rvN+Lz92QqmlSKBRKcBcbDAY+v1goGOcyOiNdIpEILBYLlpaW0Nvbm1bcCCV3kAqAubk5dHV1ZbXkPZ2Gd8Uct7ITGIaBw+GAw+HgI1no3wewuAJY8kUgl5bg8t7cupU22+yz2+2Ym5uDTCZDWVkZzGYznE5nwtgWa8l+sSBsDFhbW4uJiQm6QZWEXC6HXC5Hc3MzgM0bOpLN7OSmYNlaly0vL8NgMEChUGB8fBwKhSIrv5eSXdbX1zE5OQmpVCr6hqjC6hCCUDAmm9l+vx8SiSRh3s53wdjv9+PixYtgWTbjqiOWZfGLX/wCt99+O6666iq89957CZUI2eSZZ57BLbfcgocffhgnTpzAT37yE1x11VXQ6/Xo7u7e8PipqSlcffXVuP766/HUU0/h9ddfx4033oimpiZce+21AIBf/epXiEaj/HNWV1dx6NAh/O3f/m3C7zpw4ABefPFF/v/pdzalmKAN6ShFC8uy2wq/r7/+OjQaDb9ILgReeumlHS8MSCOd9fV13gW104V/tnKFY7EYpqamMDs7i7a2NqhUKlGLo9mEZVn4/X5eMPZ4PLygJhSLxdBUhmVZTE9PY2pqCo2NjdBoNKioSC8HlLL3cByH+fl5vgJgYGBg3y7m4vF4QsMk2vAuEbIpV1ZWBp1Ol7WGPoXAY69P43sv2XGFuh4//tShfT0Wj8cDg8EAhmEwODjI57wKS/bJ+I7H4xvihHLhwKRc2mA2GAwIBAJ81RElM4TNeIU3juNSCsbprPui0SiMRiNWV1eh1WqLvkpCrDAMA6vVCqfTWXCu7mTBmDiNS0tLN4xvscdlkbW53W5Hd3c3VCpVRudpaWkJN998M9588008/PDD+Ju/+Zs9fd+jo6M4cuQIfvSjH/H3DQ4O4iMf+Qi++c1vbnj8l770Jfz2t7+FwWDg7ztz5gzeeecdnD17NuVrPPDAA/jqV7+KhYUFVFZWArjkHP71r3+NCxcuZPkdUSj5AXUOU4qWYnQOAztrSheNRvlFX2dnJy677LIdO41TicKZREiwLMvnCldVVRVlzhxxDQuFfKGg5vF4EvKLhYJxrgQHjuOwsrICk8mE0tJSHD58OKEJDkU8CKM+BgcH9z2SRSqVpmyaVOwN70KhEEwmE9bW1qBWq9HZ2Snqi8/94NUs5w1nQiwWg9Vqxfz8fMpS6lTVIakcmCzL8uObzOG0aVL2EIojxdzAMZukasbLcVxCxuvc3BwMBsOOS/aFru66ujpMTEwUjREg33C73dDr9SgvL8fY2BgvrBUKqfLniVmDjO/p6emEuCzhGBeLYBwIBDA5OYlYLIZjx45ltMHMcRx+9atf4dZbb8UVV1yBixcv8hFie0U0GsW5c+dwxx13JNx/6tQpvPHGGymfc/bsWZw6dSrhviuvvBKPPfYYYrFYyjn/sccewyc+8YkN49disaC9vR3l5eUYHR3FN77xDfT39+/yXVEo+QEVhymULSgrKyuozGFga3GYXETZbDZ+cZ6Oq1AoCgOZNZsDLpX6mM1mMAyDoaGhtGIsCp1UglokEuEFNZfLBavVCpZl+cUqERyyXRLn9/thNpvh9XqhVqvR0dFBz5MIIZs9CwsLou/yXswN74Tu+5aWFpw4cSLtbPhiwB+J4/ysB8D+iMMcx/HjUKlU7rjkfbN87p0IaoUwvveD9fV13kl29OhR2jBpD5FIJKisrERlZSXa2toAbMyfJxmvRHwj47u8vBx2ux1+vx+Dg4N7Lj5RMoNkQC8sLBRdVncqs0ayYOxwOOD3+3nBWCga53L+5jgOMzMzsFqt6OzshFqtzmjNt7Kygi984Qt46aWX8OCDD+JTn/pUTjblV1ZWwDDMhnlgq+zfxcXFlI+Px+NYWVnh5yTCH/7wB1y8eBGPPfZYwv2jo6N48sknodVqsbS0hK997WuYmJjA5OTknkVoUChigorDFMoWFItzmOM4uFwumEwmlJSU4PDhw2hsbNzx78xWs7lAIACz2Yz19XX09/ejq6urYN2B2aS8vBzNzc0JGYFEcPB4PJidnYXX6+WbKwkF40ycObFYDHa7nXeWDw8PUyeWCCHue6vVirq6urzMbSyWhnerq6swGo0oKSnBkSNHqIi1BW9OrSHOcuipr0B3fW6jawKBAIxGI/x+f1YabaYS1FJlYArHd/L8XSziTDoIXd39/f3o6emha4l9YLP8eTK+PR4PLBYLwuEwJBIJamtr4fV6AYCfv+n4Fgerq6vQ6/WoqKjA2NhY3q0l9oJMBWPh+iTb4zsYDGJychKRSARHjhxJyMbfKRzH4Xe/+x1uvvlmHDlyBO+++y46Ozuzepw7IVV1wVZ/r1SPT3U/cMk1fPDgQRw/fjzh/quuuor/7+HhYYyPj0OlUuFnP/sZbrvttrTfA4WSb1BxmFK07OQLuRicw16vl8/h02g0aZUwZytCQig2tre3U8fcLtlMcCANwTweD1wuFwKBAORy+QZBbbP8Yo7jeLGxqqpK9M1Hipm1tTUYjUa+iWQ6mz1ip5Aa3oXDYZjNZqyurkKlUqGzs5OKWNvwqnUVQG5dw8Iu73sdTbBZSbNwfNtsNvj9fshksg0O+mL+7iQb3UajMS1XNyV3kPEtkUgwNzcHiUSCkZERyGQyfnzb7XYEAgFIpdKUghold8RiMVgsFiwuLqZ9jVCMbCYYk/nb5/NhamoKfr8fUql0Q+RKpoIxx3GYnZ2F1WpFe3s7jhw5kpFbeH19HbfffjueffZZfO9738NnPvOZnK9JGhsbUVpausEl7HK5Nq0qaG1tTfl4qVS6wfEbDAbx9NNP49577932WCorKzE8PAyLxZLmu6BQ8hMqDlOKGolEwu8spkIqlSIcDufwiPYeIg6Hw2G+PKynpwdHjx7dcVOzvcgVrq6upmLjHlJSUoKamhrU1NSgq6sLwKVFv8/ng8fjgcfjwczMDCKRyIb8S6VSyefVxuNxGvUhYsjnenl5GX19fUXjmBOOb0JywzuSzy2Ghncsy2JmZgZ2ux3Nzc00X3OHcBwnyBvOTbY5cXWXlpZmnNu4W1KNb4ZhEsb34uIigsEgv+FHxnhVVZWoNkT2inA4zDfQ1Wq1aGtro99RIkS40dLV1QWVSsXPv0JBjWGYhA0RsqFNN0Ryx/LyMgwGAyorKzE+Pk6bDGfIZvO30GGcvCEiFI23E4xDoRAmJycRCoUy7vvBcRxeeukl3HTTTdBqtXjnnXfQ29ubydvdNTKZDEePHsULL7yAj370o/z9L7zwAq655pqUzxkfH8ezzz6bcN/zzz+PY8eObfj+++Uvf4lIJIJPf/rT2x5LJBKBwWDAyZMnM3gnFEr+IeG2UsYolAInGo1uKQ47HA6sra1hZGQkh0e1t7z33nt85EBTUxO0Wu2OnTXkbyXMFZZIJBldgK2srPDZoVqtFo2NjfRCTgQI813JvwzDAABqamrQ2dmJ2tpamn8pMoRiY2NjI7RaLXVYpUDY8I6M71w3vHO73TAajQAAnU5HGzimgcXlxzU//iPKpSU4+z//DPKyvRP1I5EIzGYzlpeX8yZfMxaLJQjGXq83YUNEKBiLNXc8XYSOuebmZmi1WioWihSPx4PJyUlIJBIMDQ2lvdESj8cTBGOv17thQ0SMFSL5RiwWg8lkwvLyMrRaLdrb20U/9xUCyYKx1+tN6aCvqqri13dzc3Mwm81obW2FVqvdsclHiM/nw5e//GX88pe/xLe+9S3ccMMN+24qeOaZZ3Ddddfhxz/+McbHx/HII4/g0UcfxeTkJHp6enDnnXdibm4OTz75JABgamoKBw8exOnTp3H99dfj7NmzOHPmDH7xi1/g2muvTfjdJ0+eREdHB55++ukNr/vFL34Rf/3Xf43u7m64XC587Wtfw8svv4z33nsPPT09OXnvFMp+Qp3DlKJmJ87hQskcJp2gFxcXeQdUOllU2coVJk3MPB4PLaMWIXK5HHK5HA0NDfzmSFNTE+rq6hAKhTA7Owu9Xs8vVoUZxvSCfH8Q5tVm6hopFtJpeFdVVZUQR7Hbho5CsbG/vx/d3d107kuTV/63a/h4b+2eCcMcx8HpdMJqtaKhoQETExN5s9FSVlaGhoaGhDLaSCTCCw1utxsOhwPRaDRhQ4QIDvk2Hn0+H/R6PWKxGA4dOkQbBokUhmFgtVrhdDp3lQEtlUpRV1eXsHYlFVDCpo6hUAgVFRUbxjcVjLfH5XLBYDCguroa4+PjeTP3FQKkL8hWDmObzcYLxsAlY0BPTw86OjrS3vDjOA6vvvoqzpw5g66uLpw/fx4ajSar7ylTPv7xj2N1dRX33nsvFhYWcPDgQTz33HO8QLuwsICZmRn+8X19fXjuuedw66234qGHHkJ7ezsefPDBDcKw2WzGa6+9hueffz7l6zqdTnzyk5/EysoKmpqaMDY2hjfffJMKw5SigTqHKUVNLBbjHbCpWFpags1mw8TERA6PKvuQ/NFIJIKamhqUlJTg0KFDO3ouiY8g/xKncLoiSTQahd1ux9zcHDo6OqBSqehCXYRwHIelpSVYLBbIZDLodLoN7h6SnyZ0FxP3TnLDu0Jxp4mRUCgEs9kMt9tNN1qySHLDO4/Hs6uGdyzLwul0wmazoaGhgbq6d8HfP/k23nKs484rNbhuNPsNcnw+HwwGA6LRKHQ6XUFldRM4jkMkEklw0Hu9XjAMk1DKTBz0YnQMMgwDm82G2dlZ9PT0oK+vj37XiBTSyEwul2NoaAiVlZV7/po7cdATwTgTp2UhEo1GYTQasbq6ioGBARrLIlLI5qXFYoFSqURFRQX8fj+fQS+cw0tKSlBfX59yXRgMBnH33XfjiSeewD333INbb72VzqEUCoWKw5TiZjtxeHV1FRcvXsQHPvCBHB5V9ggGg7xTra+vD319fXA6nVhZWcHRo0e3fG6qXOFMRGGhMFJbWwuNRkNzhUWKz+eD0WhEMBiERqNJ6+JAeDFGMoyJO00oGO9luX6xwDAMHA4HHA4HWltbodFoqGt7j0luCObxeHbU8G59fR0GgwEsy0Kn01Fn4y4IROIYv/81xFkOz900it6G7DUai8fjsNlscDqdRSk2chzHx00JbwA2lOvv1kG/W1ZWVmA0GiGTyTA0NETXEyIlGo3CbDbD5XKJopFZNBrdML4jkQgqKys3CMbF9tlfWlqC0WhEbW0tBgcHaf69SAmHwzAYDPB6vXzvD0JyRrfX68Utt9yC+fl5DA4OYnh4GMeOHcP4+DiWlpZw+vRp1NfX4/HHH8fQ0NA+visKhSImqDhMKWri8Tifp5oKr9eLP/7xj/jQhz6Uw6PaPeRCd3p6Gm1tbdBoNAn5VE6nE6OjoymfS6YEEiEBZJYrzHEcnysskUj4XGGK+IhGo7BarVhYWEB3dzf6+vp27aZJdqeRfzmOS3CmVVdX0/ziHcJxHJaXl2EymTZ1dVNyR3LDO4/Hw7vTlEolwuEwfD4fvzFHN0V2x4vGZdz8y4voqqvA7/9hLCu/k+M4uFwumEwmKBQK6HQ6Kjb+b4iDXugwFjrohfN4eXn5ns/h0WgUJpMJKysrUKvV+y42UlJDxEaTyYTq6moMDg6KtlKCzNHJGfSpBONCnL8jkQiMRiPW1tag0+nQ0tJCP1MihOM4LC4uwmg0oqmpCQMDAzuqvPR6vXjrrbfw1ltv4cKFC9Dr9ZiZmYFUKkV/fz8+9rGP4fLLL8exY8fQ1taWg3dCoVDEDhWHKUXNduJwMBjEK6+8giuvvDIvFkzCcqPKysqU4tFWURnZzBU2mUzw+XxQqVTo6OgoyIV1viN0ddfV1aXVnDAThOX6xF3s9/tpfvEOCAQCMJlM8Hq9UKvV6OjoyIs5qdiIRCKw2+2Yn5+HVCoFx3E5b3hXqNz9Hyb82/l5fOryDnzlKu2uf18oFILRaITH44FWq6Vl1DuAZVn4/f4EwZiUMycLxtmawzmOw/z8PMxmM+rr6zEwMCBasbHYIc5Gj8eTl2Ij2dROdhgX2hxOxEaTyYT6+nrodDq65hIpRMBfX1/H4OAgmpubM/o958+fx+nTpyGXy3HTTTfB5/PhT3/6E86dOwej0YjW1lYcO3YMR4/M2KiNAAAgAElEQVQexdGjR3Hs2DG0trZm+d1QKBSxQ4OWKEXNdotWsjPLMIzoc8lIqSXDMBgaGtp0UZ6qyV5yrjARhTPJFbbZbJifn0dnZycuu+wymissUlZXV2EymQAAl112WU7K3SUSCZRKJZRKJdrb2wEklsKRhmDBYJBvJiMs1y+mUk9CPB7H1NQUZmZm0NHRgeHhYfqZEikejwdGoxGxWAyXXXYZmpqaEhreeb3ePW14V8hwHIdXrasAgJPq3c1VLMtienoaU1NTaG1txYkTJ+hnaoeUlJTw45VA5nAiGJM5XC6Xb4ikSPfvHAgEYDAYEAqFcPDgwYQyaop44DgOc3NzsFgsaGpqwsTERF6KjRKJhG/KS0S45Dmc9GRgWTYh35XM4WIXjIXRBIODg2hpadnvQ6JswtLSEgwGA+rr6zE+Pp7RZyoajeI73/kOHnjgAXzhC1/AXXfdteH3+Hw+XLhwAefOncOf/vQnPP300zCZTGhra8M111yDhx9+OFtviUKhiBxxq10Uyj5DBOFYLCZacZi4dNfW1qBSqbbtAi2VShGPxwGkzhXOxC3MsixmZmYwNTWFuro6jI2N5aTpCCV9SA41GS/73cSstLQUtbW1qK2t5e8j+cUejwdra2twOByIxWKorKwsmvxi4uyxWCyoqKjA8ePHUVVVtd+HRUmBMJalt7cXvb29/EaGRCJBRUUFKioq+Ivw5IZ3MzMzu2p4VwxYl4NY9EYgKy3B8d7a7Z+wCWtrazAYDJBIJDhy5EjCvEPJjM3mcKFg7HQ6UzYE22zTj2VZTE1NweFwoLOzE4cPHxbtGqzYCQQC0Ov1CIfDGB4eLrj4sM3mcGFG99zcHIxGY0Jsltg2/YQO/KampozFRsreQ5oDut1u6HS6jB28Fy9exGc/+1nEYjH893//N44fP57ycVVVVTh58iROnjzJ3+fz+fD222/z2fMUCqU4oLESlKKGYRheKN2MF198EaOjo6ITZohLd3Z2Fp2dnVCr1Tta6AUCAbz22mv48Ic/zLuFgcxzhZeXl2E2m1FaWgqtVksbLokUoQO1ra1tx+NFDGyXXywUjOVyuSguxHaDsDGgVqtFa2tr3r+nQoRcbFssFtTU1GBgYCDjWJZMG94VC4+fncH9L9jwZ6p6PPJ/HEr7+dFoFBaLBUtLS+jv70d3d3fBbiyJlWg0mhBH4fV6+aalQjEtHo/DZDKhpKQEg4ODNFddpBAHvt1uR0dHB9RqdVEL+MmbfiSjWyKRbBCMc91nIRQKwWAwwO/3Y3BwkDrwRYzL5YLBYEBNTU3GzQHj8TgeeOABfOtb38JNN92E++67j240UyiUHVG83+IUCraPlQBSxzDsJ8Sla7PZUFNTg4mJibQa6JSWlvIlgLspg/P5fDCZTPD7/TQDVcRwHIeFhQVYLBYoFIq8dKAKSz2T3ZdEbHA4HHx+sVAsrq6uzhsRPBaLwWazYW5uDl1dXRgZGSnqi20x4/P5YDAYEIlE+K7hu5n/SkpKUFNTkyCEJTe8S+W+rKmpQVVVVcFHrrxqdQMATqrr03qeUMCvra3F+Pg4Kioq9uIQKdsgk8nQ1NTEC1PCfFePx8M3MeM4DuXl5WhsbITf70dJSUlBV4nkI16vF3q9HizL4ujRo9SBj9SxWSzLJgjG09PTKZs6kiqRbK+hyVrfbDajpaWFxlKJmFgsBpPJhOXlZd4tnMl4MBqNOHPmDNbX1/H888/jxIkT9NqMQqHsGOocphQ1LMtuK/y+/vrr0Gg0GTcByBbEpWs0GlFSUoKBgYG0dv9JfATDMLBYLFhfX4ff70dZWdkGMW2rxWMkEoHNZsPCwgK6u7vR29tLF5sihWSgRqNRaDSavGsOky7J+cUejwehUAgVFRUJY1xsYppQwKqursbAwACNZREpQgG/p6cHfX19OR1L0Wg0wT3v9XoLPnIlEI1j4v7XEGM4PHfTKHobdubO9vv9MBgMCIfDGBgY2PfvcEpqOI7jhWGlUom+vr6EpmA+n0/U5frFBMMwfMVab28v+vr6CmaeyRWkqaNw40/YmFd4Ky8vz3iMB4NBGAwGBINBDA4OFlzcRyGxvLwMg8GAqqoqDA4OZuTyZRgGDz30EO677z585jOfwTe/+c20jEMUCoUCUHGYUuRwHIdoNLrlY9566y10dnaio6MjR0e1Ea/XC6PRCJ/PB41Gk1ZObKpcYXITNpIht3A4jMrKSl5kqKmpgVKpBMdxfK5wQ0MDNBpNxiXUlL0lEonwJdTJGajFBhHThIKxsPM4GeOVlZX7IjQIBXyy4UMFD/EhdOArlUrodDpRCPjJzZKEkSuF0vDu/zOt4HPPvIeuOjn+83Nj274HhmFgt9sxMzODrq4u9Pf3Uwe+SCHl7j6fDwMDAyk3MJPL9T0eT07dl5RLuN1u6PV6yGQyDA0NUeEpizAMk1IwlslkKQXjreA4DrOzs7BarWhra4NGo6Hzn0iJxWIwm81wuVzQarVob2/PaP6y2Wy44YYbMDc3h5/+9Kf44Ac/SOdBCoWSEVQcphQ1OxGHz58/j4aGBvT09OToqN6HiHzz8/Po7u6GSqXasUtXKAqnkyssLPMkQgPDMJBIJCgtLeWFcnoRJj5IBuDU1BQaGxuh0WhoCXUSQjFNOMaFuYBEUNvLMU4yUBcXF4tewBc7xIEaCoV4B6qY577txLR8a3h3z+9MeObcPD51eQe+cpV2y8eS6pry8nIMDg7mXYROsUDisex2O1pbW6HRaNKqQBK6L8kcHggEEmKFdiqmUbYmFovx31VqtRpdXV2inv8KBWElFLkJc+iFNxKdRZoDkrij+vr0YngouWN1dRV6vR4KhQJDQ0MZrdVZlsW//Mu/4K677sInP/lJfPe730V1dfUeHC2FQikWqDhMKWp2Ig6/++67qKyshEqlytFRXVoUOhwO2O12NDY2pt3oiOM4MAyzq2ZzwPuO5WAwiKamJpSUlPBlnuQiTFjKTOMl9gdhY0CpVIqBgQHU1dXt92HlDcJcQCI0kMgVobs4G83AWJaF0+mEzWZDXV0dBgYGqIAvUuLxOGw2G5xOZ947UPO14R3Hcfjwg29i3hPGjz4xjA9oU5dGh8NhmEwmuN1uaDQamoEvYkheLcMwGBoaytp3VbKY5vF4EAwGIZfLN4hpYhrjYoY0xyLl7vS7an9JzqH3er0IhUKQy+WQSqUIBAL8NQM9V+IkHo/DbDZjcXERWq024++qmZkZ3HjjjTCbzXj00Ufxl3/5l/Q7j0Kh7BoqDlOKnkgksuXPDQYDJBIJdDrdnh8Lx3FYXFyEyWSCTCaDTqdLa+dfKApzHIeSkpKMFguRSARWqxWLi4vo6elBb29vgiiyWbarQqHYkO1K8+j2Fr/fD7PZDK/XSxsDZpHkyBVyEUaagZFxnk5+8draGoxGI1iWxcDAAM0AFCkkA9VsNkOhUECn0xVkCXU8HufHuFBoEFNGt205gL/+0R8gKy3B2dv/DBVlicfBsixmZ2dhs9nQ3NwMrVabNw0oiw3hZkuu8mpjsVjCWsXr9SIcDieMcXKjlRvvE4lEYDQasba2Bq1Wi7a2NrquECnr6+vQ6/WIRqNQKpUIhUL8GE/eFMnXzc1Cwe12Y3JyEhUVFThw4EDGbuGnnnoKX/rSl3DNNdfg+9//PjWDUCiUrEHFYUrRE41GsdXHwGKxIBKJ4ODBg3t6HOvr6zAajQiFQmlnT22VK5wODMNgenoaDocj7ViCaDTKX3yRf+PxeEKpfk1NDSoqKuhFRhaIxWKw2+1wOp3o7OxEf38/dUPtMcnNwIT5xUJ3cXJ+cTgchsViwfLyMvr7+9Hd3U03TURKIBCA0WiE3++HVqvNuGN4viK2hndPnJ3Bd16w4UR/HR799OGEn62vr8NgMIDjuLQ3Uim5hcR9yOVyDA0N7Wted3IOvdfrRTQaTRjjZOOv2OZp0hzVbDajoaEBOp2ObraIFBIjZrfb0dXVBZVKxW9wCMc4uUUiEb6fiHCM002RvYc0Ap+fn99VNMvCwgI+97nP4e2338aPf/xjXHPNNUW1PqFQKHsPFYcpRc924rDD4cDa2hpGRkb25PVDoRDfkIC4aXa6u58tUZg45SwWC2QyGbRa7a53ojmOQzAYTHAXkziK5FJ9evGxcziOw9zcHKxWK6qrq6HVagvS1ZgPkPxiobs4Ob84EonA5XKhqakJWq02LzJeixFhE7OOjo608t0Lmf1uePd//+sFnJ1awx2n1Pg/x7oAvJ+BurCwgP7+fvT09BSdiJcvRCIRmEwmrK6u7qrh0l7CcRzfa0E4zhmG4Tf+yBjP1abIfhAMBmEwGBAIBDA4OIimpqb9PiTKJvh8PkxOToJlWRw4cAA1NTXbPid5jJNNEdKcl9yUSiUVjLPI+vo6Ll68CJlMhgMHDmS0McayLP7t3/4NX/jCF/DhD38YP/zhD+nnk0Kh7AlUHKYUPbFYDCzLbvpzp9OJhYUFXH755Vl93Xg8DrvdDofDwTdkSafEiIjCpFlcprnCHo8HJpMJ4XAYarV6T8sHSe6l0HkZDAb5Es9MSvWLCRJLwDAMH0sgtgvtYofkF8/NzWF+fp7/nMpksoQxTnMvxQHJ6zaZTLSJ2Q7JVcO7QDSOiftfQ4zh8LsbR9HbUIHFxUWYzWZUVVVBp9OllcVPyR0cx8HpdMJqtaKxsRFarTavGsNxHIdQKLRhjOdqUySXCJsDtrW1Qa1W0+8mkcKyLKampuBwONDT04O+vr6M18qpNkVIxV8qwbhQN0X2CoZhYLPZMDs7C5VKhZ6enozmCZfLhVtuuQWvvfYaHnroIXzsYx/L6/mGQqGIGyoOU4qe7cThpaUl2Gw2TExMZOX1iPPTYrGgoqICOp0OtbW1aT0/G7nC4XAYVqsVS0tL6O3tRW9v774IsrFYLMF5SUr1hRdgNTU1eX8BthtCoRAsFgtWVlZoLIHICYVCMJlMWFtbg0qlQmdnJziO2xBHEQ6HaUb3PhMMBmE0GuH1eqHRaETpaswXWJaF3+9PcND7/X6+4Z1QNN6p8PRfphXc9Mx76KyV41efGYbJZEIgEMDAwACam5vpuRIpfr8fer0ekUgEg4ODBZOtnrwpQprzlpSUbBCM5XJ5XoxPn88HvV6PeDye1eaAlOzj9XoxOTkJADhw4ACqq6uz/hrJlSLkxjAMqqqqEgTjQnbR7xaPx4PJyUmUlpbi4MGDGbmFOY7Db37zG3z+85/HxMQEfvKTn6C1tXUPjpZCoVDeh4rDlKJnO3F4dXUVk5OTuOKKK3b9WqurqzAajYjH4xgYGEBLS8u+5Ao7HA5MT0+jqakJarVaVF2NiWNHKKSRCzChkFZTU1PwcRTkXBF3uVqtziv3VTGRfK40Gs2W43OzjG66KbL3CM9Ve3s7dcrtEbtteHfvcyY8/ad5XKVR4upmLzo6OqBWq2lTJZHCMAympqYwPT29IQO1UCGbIkKHcSAQSIjPImKamL67hedqtw5Uyt7Csizsdjump6dz1shRSLKLntyIiz5ZMC7m9QrLsrDZbJiZmdlV5JHb7cYXv/hF/P73v8cDDzyA6667jgrxFAolJ1BxmFL0xONxMAyz6c+9Xi/++Mc/4kMf+lDGrxEIBPjcPVJetNOFeDZzhRcXF2GxWCCXy6HVatNyLO8nQlcaERoCgQDfjZmIxYUSRyHMgC4vL8fAwMCOMuUouYfjOLhcLpjNZshkMuh0uozO1VabIsnOS5pbnDkkQqKsrCzjc0XJnJ02vFMoFDj14Fks+GL4/IgMn/zA8J445SjZwe12w2AwoLS0FENDQ0V9rhiGgc/nSxDSAoEA76Lf72ihtbU1GAwGlJSU4MCBAzRGR8QQB6rYzpWwp4jwJpFINgjGxbLBTZzdEokk43PFcRz+8z//E//wD/+A4eFhPProo+ju7t6Do6VQKJTUUHGYUvRsJw4Hg0G8+uqrOHXqVNoLnFgsBqvVitnZWd71tFP3CPloElEYQMa5wuvr6zCbzQiHw9BoNGhtbc37xVosFktodkdEBtJAhlyA5ZuTwev1wmQyIRgMQqPR7GkGNGV3BAIBGI1G+Hy+PYklELrSyBgnpfpCIa26upq6KbdBGPeh0WjQ0dFBP1ciYLOGd/N+Bt+4IIW0BPh/rtOgtbGuaESGfCIajcJisWBpaQlqtRpdXV30HKUgHo9vENKIi164+VdVVbVnc3k8HofFYsH8/DxUKhWNpxIxwrzafGm6ybLsBsE4eYM732JXdoIwB3o3zm6Px4M77rgDv/71r/Gd73wH119//Z6e84cffhj3338/FhYWcODAATzwwAM4efLkpo9/+eWXcdttt2FychLt7e24/fbbcebMGf7nTzzxBP7+7/9+w/NCoVCCoSHd16VQKLmFXk1Sip7tFihlZWV8zu9OF+0sy2J2dhZWqxXV1dUYHx9Paxc5W7nCoVAIVqsVy8vL6O3tTcuxLHbKysrQ0NCAhoYGAO+LDEQsnpub490xQhGtpqZGVOWdhGg0CqvVioWFBXR3d2NkZIQKfiKFNJMkmz6XXXbZnjjAhBdVnZ2d/GsLhTSn04lwOIzKysqEcU7ziy/BsiwcDgempqbQ2tqKEydOFHwcTT4hkUhQUVGBiooKNDc3w+l0wuv1YjqqBBDGUJMMK4tzmLIY+YZ31EW//5BKJJPJhJqaGoyPj4sqnkpsSKVS1NfXo76+nr+PuOi9Xi/W19cxPT2NaDS6YS5XKpW7XrctLy/DYDBAoVBgfHycNnIUMevr65icnERZWRlGR0ehVCr3+5B2RElJCZRKJZRKJdrb2wFsjF2ZmpqC3+/nY1eEt/Ly8rwTjH0+HyYnJ8FxHC6//PKMKiY4jsN//dd/4cYbb0R/fz/efvtt9Pf378HRvs8zzzyDW265BQ8//DBOnDiBn/zkJ7jqqqug1+tTOpWnpqZw9dVX4/rrr8dTTz2F119/HTfeeCOamppw7bXX8o+rrq6GyWRKeK7wOzrd16VQKLmHOocpRQ/DMIjH45v+nOM4/P73v8cHP/jBbS9EOY7DysoKjEYjAGBgYABNTU1p5QqzLMv/m2mERDwe53OFW1paoFari/IiOtl5SfIA5XL5BuflfonmZCPBbrejrq4OWq2WXriJFCKImM1mKBQK6HQ6UZR5ko7jwkgKhmE2CGnF5rwkGe+lpaVpN/6k5Bav1wuDwYBYLIbBwUF86f+dxRv2Ndz+YRX+r/HuTRveyWSyDXM5zY/eW4LBIAwGA/x+P3Q6HW0OmEVSNQOLx+NQKpUJ8/lOm4FFo1GYTCasrKzQigmRwzAMrFYrnE4nHz9XiOeKYZgEwZjErpSVlaUUjMWIcNO5p6cH/f39GW3G+/1+fOUrX8HPf/5zfP3rX8fnPve5nFyLjI6O4siRI/jRj37E3zc4OIiPfOQj+OY3v7nh8V/60pfw29/+FgaDgb/vzJkzeOedd3D27FkAl5zDt9xyC9bX17P2uhQKJfdQWxql6Nlu8SWRSCCVShGLxbYUWH0+H4xGI7xeL19eudPFAnEIE7ewRCLJyC3McRwWFhZgsVhQUVGBY8eOFXWm5lbOS4/Hw7t1hJmX5JaLOIrV1VV+l/2yyy7jXdAU8UE+36FQCFqtVlTRLOXl5WhqakJTUxOAxDxAj8eD2dnZhPJOsbvod0s4HIbJZILb7YZKpUJnZyd1UYuUeDwOq9WKubk59Pb2ore3FxEG+OP0ewCAk+pLc6JwLhc+V9jwbn5+Pq2Gd5T0YFkW09PTsNvtaG9v37OKiWJGLpdDLpejubkZwMZmYGRzUtgMLNXmn9DZXVdXh4mJiYKc6wsFt9sNvV6P8vJyjI2NobKycr8Pac8oLS3l19mE5JzupaWlhJxu4W2/K3/8fj8mJyfBMEzG11gcx+GNN97A6dOn0dbWhnPnzmFgYGAPjnYj0WgU586dwx133JFw/6lTp/DGG2+kfM7Zs2dx6tSphPuuvPJKPPbYY4jFYvz3gN/vR09PDxiGweHDh3HfffdhZGQk49elUCi5h4rDFMoOkEqlm7qLI5EIf3Hb1dWFw4cP7/iCiRj3iSgMIOMIibW1NZhMJsRiMQwMDKClpUU04pWYSC7v5DgOkUiEdxbPz8/DaDRCIpEkNLvLZglzMBiEyWTC+vo6Fa9EDskNn5+fz5u4D4lEgsrKSlRWVqKtrQ0ANjgvrVYr76JPbpIk9ve3GSzLYmZmBna7Hc3NzVQQETGkkaPRaIRSqUwQRP5gW0GM4dBeI0d/4+ZVFFKpFHV1dairq+PvEza8c7vdcDgcKRve7dR5SbmEx+OBXq8Hx3E4evQodeHnCIlEAoVCAYVCgdbWVgCXPjuBQIAX0oSbf1VVVVAoFPB4PIhEItDpdPzzKOKD5EAvLCwUdWZ3aWkpamtrE+YVsvlHxvnCwgKCwSC/ZhHecrFJxXEcpqenYbPZ0NXVBZVKldGmYzAYxD333IOf/vSnuPvuu3HbbbfldM21srIChmHQ0tKScH9LSwsWFxdTPmdxcTHl4+PxOFZWVtDW1gadTocnnngCw8PD8Hq9+P73v48TJ07gnXfegUajyeh1KRRK7snPK0AKJceUlZUhFosl3EfKiux2O+rr63HixIm0dvuzmStssViwsrKCvr4+dHd3U5dUGkgkEt6tQxYtLMsiEAjwgrHNZktoBJapkBaPxzE1NYWZmRm0t7fT/FMRw3Ec5ubm+NzwfHfzbOa8FEauzMzMIBKJbBDSlEql6IU0t9vNx/mMjIwkCIYUcREMBvlGjqlc+K/Z3ACAk+r6tL8TZTIZGhsb0djYCGBjw7tk56VwLi+22JWdIHR29/X1obe3V/RzQaEjkUhSZrv6fD5MT09jfn4epaWliMfjMBqNmJ+fT4ikoBtm4mB1dRV6vR4VFRUYGxujcWJJpNr8i8ViCYLx3NzchsaOe7HJHQgEMDk5iVgslvHmGMdx+OMf/4jTp0+jqqoKb731Fg4ePJi1Y0yX5O86UrWazuOF94+NjWFsbIz/+YkTJ3DkyBH84Ac/wIMPPpjx61IolNxCxWFK0bOTLyWhc5jjOCwtLcFkMkEqlWJkZCStOIDkXOGSkpKMLraEQiNptEQX/dmBOHCqqqo2bQRGhDSlUrlBSEu1+CFxHwqFAsePHxdFVi0lNevr6zAajYjH4xgaGkorNzyfSNUkSSikuVwuWK1WsCybIKTV1NSgoqJCFH+TSCQCs9mM5eVlqFSqtOJ8KLlFmNPY3t6O4eHhDY4vjuPwqnUVwPuRErtB2PCObP4lOy9nZmbg8/low7skiLNboVDk/eZYoUOqkaLRKL8mTS7Vd7lcG0r1SewK3aTOHbFYDGazGUtLS9BoNOjs7BTFd2k+UFZWlrKxIxnnJEYrHA5DoVBsEIzTNc5wHMc3F+/o6IBarc7IfBOJRPCNb3wDDz30EO644w7ceeed+xbJ09jYiNLS0g1uXZfLtcHVS2htbU35eKlUuun1b0lJCS6//HJYLJaMX5dCoeQeKg5TKDuAOIc9Hg+MRiMCgQC0Wm1azT2IQ5hlWb7ZXKa5wvPz87BarVAoFBl3yKWkx1ZCmsfj4R1pAHghraamBhKJBHa7HbFYjDbv2QMWFhYgk8myUlpIImIWFxf5/NNic+GnyrwMBoN8HIVQSEtuBJbLzSlhI8eGhgZMTEwUtZAndoizWyKRbOm8mnaHMLsWRlmpBKN9exNdsJnzUhi7QqpFirHhXTgchtFoxPr6OrRaLdra2uh3lkhhWRZTU1NwOBwbSt03K9UXNgIT5nTvpfOSconl5WUYDAYolUqMj4+joqJivw8p75HJZGhoaEgQKUmTXq/Xy8cLRaNRVFZWJozxrfLog8EgJicnEYlEcPjw4YS1fzq88847+OxnPwuJRIJXX30VR48ezej3ZAuZTIajR4/ihRdewEc/+lH+/hdeeAHXXHNNyueMj4/j2WefTbjv+eefx7Fjxzb9PuQ4DhcuXMDw8HDGr0uhUHKPhCN1ARRKEROJRLb8+dtvv41gMIhAIIDe3l709/fveOEsFIWFZTiZXGy53W6YzWbE43FoNBoqNIoM4kgjeZcrKyuIx+MoLS1FXV0damtreYGBXnhlh8ceewyrq5echsQpkizmbCdesiwLp9MJm82G+vp6aLVaetG2BaSEmWyMkG7jcrk8oUx/r8b5+vo6DAYDWJaFTqejjRxFTDQahdlshsvl2pGz+1/fmsU3f2/FWF8dfnrd4Rwe6UaSG955vd6CbngndMk1NzdDq9VSR6mIITnQADA0NJRx82GS0y28kXihnQpplK2JxWIwmUxYXl6GVqtFe3s7XbvnGGFVFLnF4/GEGK3q6mpUVlZifn4eFosFbW1t0Gg0Ga1jotEovvvd7+Kf/umfcMstt+Duu+8WTXXnM888g+uuuw4//vGPMT4+jkceeQSPPvooJicn0dPTgzvvvBNzc3N48sknAQBTU1M4ePAgTp8+jeuvvx5nz57FmTNn8Itf/ALXXnstAOCee+7B2NgYNBoNvF4vHnzwQfzrv/4rXn/9dRw/fnxHr0uhUPYfqk5QKFtAohtcLhcUCgVOnjyZlmiUrVzhYDAIi8WC1dVV9Pf34/9n782j2yjv/f+3bNmSbXmN992WtTohi5dshbaHUkq5pYV+Ie3t4RZOL0mANrlJgdBSaICQpAmHtYQSGsLSSy5tWW5oKf3e/nohBbwlAUKs3fK+b1qtdWZ+f+Q705HlJZYlW5Kf1zk6AkWaGVmPRs+8n8/n/S4vLyet01EI28I8OjqK0dFR5Obmorq6mqs6t9ls6Ovrg9vt5iak7KQ0FnxdoxGRSITk5GR4vV5MTU1hampq1nCL6eFrmZmZSEhIwPj4OJKTk7FmzRrOq5QwOwkJCdzYLSsrA3Dp4pe94LJYLOju7obX64VEIgn4my9mnHu9XhiNRgwPD6OqqgoVFRXkO6z7hCUAACAASURBVBOlsJ7dRqMROTk5l13Z/Q/TP/2Gl5uVFHhnt9uh1Wrh9Xqxdu1asuASxVAUBZPJhL6+PlRXVy/6PDjdpxsIFNLGxsZgNpvh9/u583msjvPlYGRkBFqtFhkZGdi8eTPpcFkmZuqK4o/z4eFhGI1G+P1+CAQCrFq1ChkZGXC5XAse5xqNBtu3b4fL5cLf//53bNy4MaoWA7Zt24bx8XE88sgjGBwcxOrVq/Hee+9xAu3g4CB6enq451dVVeG9997Dnj178Nxzz6G4uBjPPPMMJwwDlxbtt2/fjqGhIWRmZmL9+vU4c+YMJwxfzn4JBMLyQyqHCQRcuuDjfxVY6waDwQCxWMz5yF5ueADfPmIxorDP50NnZyd6e3tRVFQEqVQaNSvPhEAYhsHo6CgMBgOEQiEUCsWsoVgej4cTi9l7mqYDLroyMzMhFoujakIZzbjd7qC/Kf/e7XbPuw3WnmK2ymMSWLUw+LYr7P30ILDL8S9mGAZ9fX0wmUyksjsGYIVGj8cDpVKJvLy8y3qdy0dh85GP4KVonL6zETV50e9xO11gYMd6rATeURQFs9mMnp4elJeXo7q6mlSHRjFsiJlYLIZarV4yH2j+OOdX0rPjnF9hnJaWFnXjfDnwer3Q6XQYHx+HUqkMCt4kRA/sNZ9er+cWShwOB2w2G+x2O5e7kJGRAa/XC6/Xi3Xr1gVVFPv9fjzzzDM4dOgQduzYgccee4zMVQgEQkxBxGECAYHiMOuN6PV6Ob+97u5uTE5OYv369XNuJ1wWEjRNc77C6enpkMvlJMAsinE4HNDr9bDb7aipqVmQFzUQGJBktVphtVrhcDiQlJQUIBavBL/LSMF60FksFnR1dWFgYAAJCQmc16jT6Zx3G0KhcE7xeKYwQsI/mT7O2Quvmf6ubDu71WqFVquF3++HUqkkld1RjN/vh9lsRm9vb0hC44fGcdx56gKKMkX4267NMftdmu7Tzd6iLfBufHwcWq0WycnJUKlUZI4RxbC2BCMjI1ETYjbTOLfb7RAIBAFi8Upb6GZDq3U6HbKzs6FUKklRRxTjdruh0WjgcDigVquD5hjsOGfH+OnTp3Ho0CEAgFwux5o1a1BXV4fy8nIcPXoU4+PjeOmll3DllVeumDFPIBDiByIOEwi4NPFmBb6xsTFUV1cHhFH19fVhcHAQDQ0NM74+nL7C4+PjMBgMoCgKcrkceXl5ZIIRpfh8PnR0dKC/vx+lpaWorq4Om3jLJo2zYjFb/cr6ALKCMbGjuHxGR0eh1+uRmJgIpVIZUNnNt0WYqfLY4XDMu/3ExMSgqlj+f5PPKhiKogKCwKxWK6ampjgxwe12o7CwkPifRjkjIyPQ6/UQi8VQqVSQSCQL3saBvxjwels/bqkrxv7rFRE4yuVjeuCdzWZbtsA71gd6dHQUNTU1USE0EmaGFRr1ej0yMjKgUqmi2paApmkud4E/ztkFQP4tmt9HqHg8Huh0OkxOTkKpVKKgoIB8t6IUhmEwODgIvV6PvLw8KBSKyz73+v1+fPbZZ2hubsa5c+fw6aeforOzEwKBAJs2bcLGjRtRX1+P+vp6VFdXkzFAIBBiBiIOEwgAtFotTCYTiouLIZPJglb5h4eH0dHRgS1btgS9lu8rDIQuCjudThgMBlgsFlRXV88b3ENYPtg2946ODmRkZEAul4ckhiwUr9fLCcWskMa2u/GFyPna9FcaU1NT0Ov1sFgsXGX3Qr9bFEUFiMfTBWS73Y75fk75FVUzVR+TwJ9L362enh50dHRAJBJBLBbD4XBw/sWx7Osaj7hcLu67JZPJFhW0dO2zzeiddOHZbatxteLyrChimaUOvGNbp41GI7Kzs6FQKOJSoIsX3G43dDodLBZLTAuN0xcA2QBTkUgUJBjH6gIgwzAYGhqCXq9HTk4OlEplzL6XlYDH44FWq4XVaoVKpeJ8iBdKZ2cn7rzzTnR3d+OFF15AYWEhzp07h7a2Npw9exYXLlyARCJBXV0d6uvr0dDQgPr6epSVlcXkd5lAIMQ/RBwmEHCpMpidqM7E+Pg42tvbcdVVV3GPhStszufzwWw2o6+vD8XFxZBKpWRSGcVMTExAr9eDoigoFArk5uYu2yRvelun1Wrl2vSnV6+uRDsKiqLQ2dmJ7u5uFBUVoaamJmLfLZqmYbfbZ608Zn2l54P1tZvNuiKU1OxYwWazQafTwePxQKFQcF0TDMPM6NPNMAzx6V4maJpGT08PzGYzCgoKIJPJFvXd6hqfwjefa4EwQYCme7+ENFH8jvO54AfesULa9MC7UIIdnU4ntFotpqamoFQqQxZDCJGHH+aYl5cXl10Tcy2MTBeMo/03z+12Q6vVwmazLUpoJEQevuXHYkR8mqZx8uRJPPDAA7j55pvxxBNPIDMzM+h5Ho8HX3zxBc6ePcvdLl68iJycHLzzzjszFhwRCATCckLEYQIBlyaqFEXN+u82mw1tbW24+uqrAywkaJrmKoVD8RXu7+9f8upTQmi4XC4YjUbOdqS8vDwqqxZZOwp+havL5UJqampQNVo0Hn84YBgGIyMjMBgMEIlEUCgUM07cl/qY2ICT2cRjv98/73b4tiIz3ceiiMC3Z6moqEBVVdW8lZKsf/F064/pCyOx+jeJZiwWC7RaLRiGgUqlmjV4cyG81tKHQ381YmNlFk7+29ze/iuJ+QLv5gvMpGkaXV1d6OzsRElJCWpqaqJebFvJsCK+y+WCSqVaUR7rM1k7eTwe7jePvUVLhw0/uHqhtgSEpcfr9UKr1WJychIqlQoFBQUhbae/vx933XUXNBoNXnjhBVx//fULuv5zuVz4/PPPoVQqkZWVFdIxEAgEQqQg4jCBgPnF4ampKfzjH//A1772NU4YDlUUBoCxsTEYDAYwDAO5XL6s1aeEuaEoCl1dXejq6kJhYSFqampiLlyEX43GFyKnV13Ggx0F6x3ucDggk8lQVFQUE++JH3oyk22F1WqFz+ebdzts5dVM4nFmZmZUjV3W889oNEIikUCpVCItLS3k7U1fGLHZbJiamgr4mxD7jtDxer0wmUwYGhpCVVUVKioqwrbAtP0/P8dHHRP46dek+NGW8rBsM1653MA7ADCZTBAIBFCr1cu+QEaYHZqm0d3dDbPZTER8HmyQLH+s+/1+SCSSAMF4qf38XS4XtFotHA4HVCoV8vLi3wYnlhkeHoZWq0V2djZUKlXI1cKvv/469u3bh+uvvx7PPPMMcnJyInC0BAKBsHwQcZhAwCVRYa6qPa/Xi7///e+Qy+XIysqCRCIJSVxwOBwwGAywWq2QSqUoLS2N2+rNWIdtPzMYDBCLxVFRfRouGIaBy+UKECFtNhsXGsMXFGOl6tLv98NsNqO3tzfs4YDRAFtBOFvVsdVqhcfjmXc7IpFo1qrjpbRlsNvt0Ol0cLlcUCgUyM/Pj8h+2Wo0/lj3+XycuMC+d4lEEhOLCMsBK+IbDAZkZmZCqVQiJSUlbNt3+yhsPvoRPH4a/72zAbJ80kGzUPiBdxaLBWNjY/D7/UhMTER2dnaAJ308nRfjAZvNBo1GA5qmoVarSTXhHMxUSW+327nsBb5gnJaWFvZzOps3YTQaUVBQALlcTr5PUYzP54NOp8PY2BiUSiUKCwtDGhNDQ0PYtWsXWltb8fzzz+Omm24i8wUCgRCXEHGYQMDs4jDrK8y2ZlosFlitVs7rkr3gYkWV2fB6vTCbzejv70dJSQmkUimZUEYxNpsNer0eU1NTMVV9uhhYz1y+2MhWXfKFhWiruuRXn6alpUGpVK5Ye5aZfHn59y6Xa95tJCUlzSoeh+OC2+/3o6OjA319fSgvL0dVVdWSVsjxxQX+wgiAoGBH4l98aUFTp9NhamoqYiL+GeM4dp66gMIMEf6/3ZtX/N88VFg7HZ1Oh/T0dMhkMvj9/iULvCMsDIqiYDab0dPTg8rKSlRVVZFigRCY3nXDBsTyA2DZ22K6o6ampqDRaOByuaBWq7Fq1aowvxNCOBkdHYVGo0FGRgbUanVIXVMMw+DNN9/Enj178NWvfhXHjh0jntIEAiGuIeIwgYBLwhi/ZXsuX2G+1yV7czgcXEUeX1wQCATo6+tDR0cHsrKyIJPJVqxwFQuwbdODg4PLIlxFGz6fL8jiwO/3cyIaKy7M5HW5FLABZm63G3K5PGbT3JcK1l5kNvHY6XTOuw2hUBj0+fMXytLS0mYUONhKfL1eH3Ui/vRzus1mg8PhQFJSUtB7XCmLevwwx9LSUkil0oidCx9734D/bO3HzRuK8PC/KCOyj3jH5XJBp9PBarVCoVDMWiE30zkgHIF3hIUxMTEBjUaD5ORkqNXqqDkXxgs0TcPpdAaMc9aTfrpgPFdhB3Dp96G3txcmkwlFRUWQyWQrel4Y7fh8Puj1eoyOjkKhUIRc3DE2NoY9e/bggw8+wLPPPovvf//7ZH5JIBDiHiIOEwj4pzgcatic3+8PmIRaLBZ4vV4IBAIkJiaiuLgYJSUlEWlzIywemqbR29sLs9mM7OxsyOVypKamLvdhRR2sHQW/Td9utyMhISGokj6SdhRerxcdHR0YGBggIn4YYc9js4nHDocD800Z2LHAF1VFIhEsFgtomkZtbS2Ki4uj/jzI+hdPr7yO9kr6cDA2NgadToekpCSo1Wqkp6dHdH/f+HUzeiZceOaW1fiaknh3LgT2t6ujowMFBQWQyWQLOvcyDBPQccCO9csNvCMsDJ/PB6PRiKGhIUilUpSXl5O/6RJBURQXCstfEE1OTg7qkGG/Q06nExqNBh6PB2q1mnjMRjljY2PQaDSQSCRQq9XzCv8zwTAM/vSnP2HXrl1oaGjA8ePHUVxcHIGjJRAIhOiDiMMEAi5NGn0+HycKAwg5bI5tw7Xb7cjPz4dQKOQmo0stohHmhw0HBACFQkFaBRcI3+uSFRicTifEYnHAOA+HiMYwDPr7+2EymZCRkQGFQrGoADPCwphJMJ3eysueP2dDIBAEiU7TW9yjVejnBzvyK+klEknAe4jVRUC32w2DwYDx8XHU1NSgtLQ04u+je2IK1/26BcIEAT6590uQiKLzs49GWK9aiqKgUqnCJlxdbuDd5VRdEv7JyMgItFotJ1yF07ebEBp+vz8oxNTlckEsFkMoFMLpdCIvLw9KpTKqwlwJgfj9fhgMBgwNDUEul6OkpCSk367JyUncd999+POf/4wnnngCt912G+mgIBAIKwoiDhMIAA4dOoT29nbU19ejsbERtbW1C24fdrvd6OzsxMDAwIyBWNNFtJk8XVlxhExGIo/T6YTBYIDFYiHhgGFmrhAwftXlQkQ0i8UCnU4Hv98PhUKB3NzcmBTg4hn+Oa63txfd3d1cKBbb4ktR1LzbmR4WN/0+WqwdZgsJZL0u+cctEomidrzSNI2+vj6YTCbk5eVBLpcvmRDyn619eOx9IxorsvDyD9cvyT5jHb5vd0VFBaqqqiJevc7/brNiscPhQHJyctR+P6MFj8cDnU6HyclJyOXyFZFhEMtYLBa0t7dzdisulwsejwdpaWkBdhTx2DUSi0xMTKC9vR0pKSmora0NadGFYRj83//7f/HjH/8YKpUKJ06cQEVFRQSOlkAgEKIbIg4TCADOnDmDP/3pT2htbcX58+dBURQ2bNiAuro6NDY2oqGhYdZWaLfbjcOHD+OPf/wjTp48CbVafdnVjLN5uk4XFhYTokEIxO/3o7OzEz09PSguLoZUKiXV2xFmNhFtugUBK6Lx8Xg8MBqNGB4eRlVVFSoqKsgFWRTjdDqh1+ths9mChBC+t+9s1hUzBYNOJzU1dU7xeDkrvFivy+l2HNEqolmtVmi1WlAUBaVSueSdEztf/xxnTBP46dXV+NFWcjE+H6Ojo9DpdBCLxVCpVMvqVctWXc4VeMfeVuI5m2EYDAwMwGAwYNWqVVAoFKT6NIqhaRrd3d0wm80oKyuDVCrlxq3H4wmoomd/q4hX9/JBURSMRiMGBgYgk8lC7nSx2Wz42c9+hjfffBOHDx/Gzp07yWdIIBBWLEQcJhCm4ff70d7ejubmZrS0tKC1tRUajQYlJSWcWFxfX4+1a9finXfewSOPPAKRSITHHnsM3/72txe1b9bTlV9dbLfbIRQKg8LuokFYiCUYhsHg4CCMRiPS0tKgUCgi7qVJmB22Eo1fYczaUbAXWm63G4ODg1i1ahXkcjlpw41i+AFmxcXFqKmpWfA5in/+m0089nq9826HHUPTw/KWq4qXoqggL2eXy4XU1NSA45JIJEsmovl8PnR0dKC/vx+VlZWoqqpa8gtij5/C5iMfwe2n8c6OBsgLSCjXbHg8Huj1eoyPj0Mmk4XcNh1p5gq8438n411Em5qaglarhdPphFKpRH5+/nIfEmEO7HY72tvbOV/8zMzMOZ/PLnjzBWObzQaapgNshhbaIUW4PCYnJ9He3g6RSITa2tqQMkIYhsGZM2ewc+dOVFZW4sSJE6ipqYnA0RIIBELsQMRhAmEeGIaBzWZDW1sbWlpa0NzcjI8//hhOpxMikQhf/epX8Y1vfAObNm2CTCYL+wUP3+eTvbndbq5igb2lpaXF9cXWYrBYLNDr9fB6vZDL5cjPzyeT9SiEDUQbHBzE8PAwaJoGwzABdhSx7Okar7DVjMnJyVCpVMjIyIjIfqaHZ03vurDZbHC73fNuZ6Yq3qXu1PB6vUHH7vf7g/yYwz3WGYbB8PAw9Ho9JBIJlErlsvl2f2Qax/bXL6AgXYS//8dm8p2eAdZn3Wg0xmT16UoLvGMYBj09Pejo6EBRUVFIi2SEpYOmaXR2dqKrqwsVFRWorq4OeR7NenVPF4xn8tkn3YChQVEUTCYT+vr6UFNTE3Kgo9PpxEMPPYTXXnsNjzzyCHbv3r0iuxsIBAJhOkQcJhAWwPDwMB588EH87ne/w6233oqGhgZcuHABbW1t+PTTT5GSkoL6+nrU19ejoaEBDQ0NyMnJCfskcCaBhGEYZGRkICsri5uErvSwGLfbDZPJhOHhYVRWVqKyspJMAKMYl8sFo9GIsbExzgeab70yk6crCUZaPlwuF3Q6HaxWK2pqaqKimpFt/52t+nhqamrebSQlJQUFb0U6cI6tmuYfKzvWpx9DqGPd6XRCp9PB4XBAoVCgoKBgWT+vQ3814rWWPvyf9UV45FvKZTuOaMXhcECr1cLtdkOpVCIvL2+5DykszBR4Z7fbg2yGWIuY5T6nXC52ux0ajQZ+vz+sAYGEyGCz2dDe3g4AqK2tjciiJmszxF8YcTgcXLgjv8I4lsb6csB6QSclJaG2tjakRU2GYdDU1ISdO3ciNzcXJ0+ehEqlisDREggEQmxCxGEC4TJwu914+umn8dhjj+Gaa67BkSNHIJVKuX9nq2M+++wzNDc3o7W1Fa2trejo6IBUKkVDQwMXdrdmzRokJSWFvRqM9blkbw6HAyKRKMiOYiWIoxRFoaenB52dncjNzYVcLifiYRRDURS6u7vR1dWF/Px8yGSyWavjZvN0Zcc6/4JLKBQu8TtZGdA0ja6uLnR2dnLVcbHi282GJc4mIDscjnm3wV7YzyYeh6tlnj/W2WNkx/p0YWGu6kR+dVxJSQmkUmlUVDN+87lmdI278PTNq3GNKj6Ez3BAURS6urrQ1dWF0tJSSKXSuD+XxXLgHU3TMJvN6O7uRnl5Oaqrq1fEPCtWoWkaHR0d6OnpWRZLHZqmYbfbA6qL2bE+/XclVn5XIwlFUTCbzejp6YFUKkVFRUVI108ulwuPPvoojh8/jl/84he477774v68SiAQCAuFiMMEwhwwDIO33noL9957LzIzM/Hkk0/iK1/5ymW/dmRkBC0tLdzt7Nmz8Hg8WLduXUB1cVlZWdgnp2yLPl8w9vl8QS368dDKycIwDEZHR2EwGCAUCqFQKJCdnb3ch0WYg9HRUej1egiFQiiVSmRlZS14G+xY5493j8cDiUQSUGFMrFcWz9jYGHQ63aI+r2iGDdmazbbCbrdjvmlTQkJCUBsx/34xKffTQ8D4NkP8/aSnpyMhIQHj4+PQ6XRITEyESqWa10tzqeiddOHaZ5shTBDgk3u/BImIXKQDwMTEBLRaLRITE6FWqyNm0RILxELgncVigUajQUJCAmpra0mOQZRjtVrR3t4edZ8X/3eHvU1NTQVkMLC/HdG2OBJJ+J/X6tWrQwrgZBgG58+fx/bt25GSkoKXX34ZV1xxRQSOlkAgEGIfIg4TCHNw+PBhPPXUUzh48CB++MMfLvoChKIo6HQ6LuyupaUF7e3tyMvLCxCLN2zYAIlEEvbqYjZAgy96JCQkBAU3xWK1gsPhgF6vh91uj5oWd8LsTE1NQa/Xw2q1chYS4fy8ZhrrrPUKf3GEtHJeHm63G3q9HhMTE6ipqQn75xUrUBQVUOE4/Z4NJZoLgUAQEFo0/X6hVe8zWWlQFAWhUAi/34+CggJUVlaG/TdlMbze1ocDfzGioSILr/xw/XIfzrLj8/lgMBgwPDwMqVQakQXjeCBaAu/8fj9MJhP6+/shlUpRXl5OPq8ohqIodHR0oLe3F9XV1aioqIj6z4vf5cLe3G43UlNTgxYC461SnV+NX1VVhcrKypA+L4/Hg1/96ld45plncO+99+KBBx6I6PXNsWPHcPToUQwODqK2thZPPfUUrrzyylmf/+GHH2Lv3r1ob29HcXEx7rvvPuzcuZP79xdffBGvvvoqLl68CACoq6vDwYMH0djYyD1n//79ePjhhwO2W1BQgKGhoTC/OwKBsBIg4jCBMAfj4+NITk6OWHUBwzBwOBw4e/YsJxi3tbVhaGgIarWaE4wbGxuhUCjCPgHkt3Kyt6mpKa4yh72xVWjRiM/nQ0dHB/r7+1FaWorq6uoVVVkRa1AUhc7OTnR3d6O4uBhSqXRJFiOmW6+wrZxJSUkBtiuZmZmk1ZAHTdPo6emB2Wye1/KDMLMVxHTx2O/3z7sdNnB0NvF4tu8MwzDo7e2FyWRCWloaJBIJnE5ngKcrf3vL9VneeeoCPjSOY+/V1fj3rRXLcgzRAMMwGBoagsFgQEZGBpRKJVJSUpb7sGKGmQLv2AWaSAXesQGcKSkpUKvVSE1NDcM7IUSKyclJaDQaJCUlQa1Wh1R9Gi2wC4H83xW/388tjoTb2mg5sNvtnBi6evXqkK+/vvjiC9xxxx2gaRonT55EQ0NDOA8ziDfeeAO33norjh07hq1bt+KFF17Ab3/7W2g0GpSXlwc9v7OzE6tXr8Ydd9yBHTt24OOPP8Zdd92FU6dO4bvf/S4A4Ac/+AG2bt2KLVu2QCwW48iRI3jrrbfQ3t6OkpISAJfE4T/+8Y/429/+xm07MTExbjzqCQTC0kLEYQIhymDTrlmxuLW1FefPn0dSUhLq6upQV1fHVRjn5+eHvRJspgAwiqKQnp4eIBiLxeJlrUJjGAZ9fX3o6OhARkYG5HJ5TE/64x3WZkWv10MsFkOpVC57yzRFUUEVl2yLfiQ8ZGONiYkJ6HQ6CAQCKJVKYtESBqaHcc107/P55t3O9Nb6zMxMJCUlYWxsjGvBzc3N5Z4/3dPVarXC6XQurVf38DAS//EP+K02/OJ/+/CPktU4vufrUBauzPO2y+WCVquF3W6PioDAeCFSgXderxd6vR5jY2OQyWSkOynKoSgKRqORq+4O1as2muF3BPJv7JydP9YjEaQaTvhZBhUVFaiurg5p3uXz+fDkk0/iyJEj+MlPfoKHH354STJHNm7ciA0bNuD555/nHlOpVPjOd76DQ4cOBT1/3759OH36NLRaLffYzp078fnnn6OpqWnGfVAUhezsbPz617/Gv/3bvwG4JA6/8847+Oyzz8L8jggEwkqEiMMEQpTDMAy8Xi8uXLjAWVG0trbCYDCgsrIywI5i7dq1YW+TZy+0+C36drsdSUlJQS36S1VxOTExAb1eD4qioFAokJubG9WT3pWOw+GATqeD0+mETCZDUVFR1H5e/Co09p6m6QBRIRoWRyKJx+OBwWDA6OgoaXFfYtiL/bnEY4/HM+92ZhJ9+fdisZhbHOFvPxKLI4KLF5F09CgS334bAoriHvcnJAA33QTfvfeCWb065O3HGvxq/MLCQshkMtLtEmEuJ/COv8jCh63u1uv1yM7OhkKhIAG3Uc7ExAQ0Gg1EIhHUajXS0tKW+5CWDP6cnX8TCAScYMyO9ZSUlKiYxzgcDly8eBE0TaO2tjZkb3ytVosdO3bAZrPh5MmT2LJly5K8P6/Xi9TUVPzhD3/AjTfeyD2+e/dufPbZZ/jwww+DXnPVVVdh/fr1ePrpp7nH3n77bdxyyy2Ympqa8TfBbrcjPz8ff/jDH/Av//IvAC6Jw0ePHuU6gTZu3IiDBw+iuro6Au+UQCDEO0QcJhBiEIZhMDExgZaWFjQ3N6O1tRWtra1wOp244oor0NDQgPr6ejQ2Nobs1TUXFEVxQTHsjS8qsLdwe1y6XC4YDAaMj4+jurqa+PxFOT6fD2azGX19fTFr+cHaUfAXR1g7Cr5YnJGREXPvbTo0TaO3txdmsxm5ubmQyWREBIlC+H7a/f396O3t5awqHA4HXC7XvNtg7VSmi8aspQHf23UxLfoJ//M/EG3bBvj9AcIwCyMUAomJ8LzxBuhrrlngXyL2sFqt0Gg0YBgGKpWKVOMvI9PDJ/mBd3zblf7+fjgcDiiVShQUFCz3YRPmwO/3w2g0YnBwEDU1NSgrK4sK8XO5oWl6xmr6xMTEgGDHpc5hYBgGXV1dMJvNKC8vR3V1dUj2eX6/H8899xwOHDiAf//3f8fBgweXdEFgYGAAJSUl+Pjjj7Flyxbu8YMHD+KVV16BXq8Peo1cLsdtt92Gn//859xjn3zyCbZu3YqBgQEUFRUFvebuu+/GX//6V1y8eJGbm/3lL3/B1NQU5HI5hoeHceDAAeh0OrS3t2PVqlUReLcEAiGe+qSjzwAAIABJREFUIcaKBEIMIhAIsGrVKnzzm9/EN7/5TQCXJn9GoxFNTU1oaWnBc889hx07diArKytALK6rq0NGRsaiJn+JiYnIyspCVlYW9xhbcWm1WjE8PAyDwQAAQQJaKGIT36e2sLAQW7duJb6nUQzDMBgcHITRaIREIsHGjRtj1vKDDQ+TSCQoLi4GELw4MjAwAJfLhdTU1ICxHs1e3dOZnJyETqcDwzBYu3YtcnJylvuQCLMgFovBMAz6+/sBAFdffXVANT4r7M5Wfex0OuHz+TA2NoaxsbEZ9yEUCjnBIDU1lasy7u3thc/ng1gsRlZWVlCLPh/BxYuXhGGvF4JZ6hAEfj8YioJo2za4z5yJ2wpifoDZYgKWCOFDKBQiOzs7QKDnf3f6+/vhdDoBXPIAHxsbg8/nW5LAO8LCGR8fh0ajQUpKCjZt2kS8oHkkJCRw8xjWq5amaW5xxGazwWw2c9X00wXjSORCOJ1OtLe3w+fzoa6uLuB6YiGYTCbs3LkTQ0ND+POf/4wvf/nLy7YgMH2/DMPMeSwzPX+mxwHgyJEjOHXqFD744IOA66jrrruO++81a9Zg8+bNkEqleOWVV7B3796Q3geBQFi5EHGYQIgTEhISoFAooFAocNttt3GtZefOnePsKF555RX09vZCqVQG2FGo1epFW0KIRCLk5+cjPz8fwD8rLi0WC2w2Gzo6OuBwOCAWi4ME49kqBRiG4YRmsViM+vr6kNvNCEuDzWaDTqeDx+OBUqmMiC/2cjPT4ojX6+XE4tHRUZhMJq7icnplZjT9PTweD4xGI0ZGRlBVVRUTKe4rGZqm0d3djc7OThQWFmLLli1BF+7JycnIzc0N8Bzm4/f75xSP7XY7/H4/JiYmMDExMeM2EhISkJqaCpFIBKFQyC2iZGdnIz8/HwUFBSg6cuRSxfA8DWoChgFDUUh6/HF4X345pL9LNDMyMgKdTofU1FRs2rRpRbW4xxrJyckQi8Uwm82gaRrr16+HRCLhvhvDw8MwGo0RDbwjLAyfzweDwYDh4WHI5XLiBX2ZJCQkcPNwFv7Ct81mw9DQEKamprh5O/8WaqcUm6tiMplQWlqKmpqakKqFKYrCiy++iF/+8pf4wQ9+gPfff3/Zcixyc3ORmJiIoaGhgMdHRkZm7TYoLCyc8flCoTCo4vfxxx/HwYMH8be//Q1XXHHFnMeSlpaGNWvWwGg0hvBOCATCSofYShAIKwiGYTAwMIDm5mbOjuLcuXMQCARYv359gGAcCV9YvijB3nw+HyQSSYAdRWpqKux2O/R6PVwuF2QyGQoLC8mEP4rxer0wmUwYHBxERUUFqqqqQprwxwszBY/Z7XYIhcIAsXgmj8ulOr6+vj6YTCbk5ORALpdzlgKE6GRychJarRYCgQAqlSrkSqv5mC4QTL+32WyYb+qY5nDgp08+iQSavuz9MomJcJlMwP9bYIx13G439Ho9JicnIZPJUFxcTH7Dohh+INZcolWkAu8IC2d0dBRarRYSiQQqlYr8hkUAn88X5F/sdruRmpoaMN7T09PnnfNNTU2hvb0dHo8HtbW1IdvqdHd346677kJHRweOHz+Oa6+9dtm/Zxs3bkRdXR2OHTvGPaZWq/Htb3971kC6d999FxqNhnvszjvvxGeffRYQSHf06FEcOHAAf/3rX7Fp06Z5j8Pj8UAqlWL79u146KGHFvmuCATCSoOIwwTCCsfn8+HixYucWNzS0gKdTofS0tIAsXjdunVhr3rkhy/xw+4YhgHDMMjKykJ5eTmys7Mj0tZGWDx8kTErKwsKhYK0c84CK7rxF0hYOwq+WBxpOwqr1QqtVgu/3w+lUjlrhSkhOvB6vTAajRgeHo4Kr/Xp4V7sWOYvgig//xw3v/nmgrftefVVUN/9bgSOeungnxNzc3OhUCjI71eUw3pBA5cEnYV2KC0m8I6wcHw+H/R6PUZHRyGXy8nCyxLDdkrxBWOv1wuJRBJQXczOZdhzotFoRHFxMWQyWUjFAzRN49VXX8XPfvYz3HTTTXjyyScjtki6UN544w3ceuut+M1vfoPNmzfj+PHjePHFF9He3o6Kigr87Gc/Q39/P1599VUAQGdnJ1avXo0dO3bgjjvuQFNTE3bu3IlTp07hu//vN/DIkSN48MEH8frrr2Pr1q3cvliLEAC455578K1vfQvl5eUYGRnBgQMH8OGHH+KLL75ARUXF0v8hCARCTEPEYQKBEADDMLBarZxQ3NzcjLa2NkxOTmLNmjUBgnFNTU3YRAo2DKujowPp6enIycmBy+WC1WrF1NQUUlJSAqqLY8nPNV6xWCzQ6XTw+/1QKBTIy8tb7kOKOfgel+zFlt/v5+wowtmyzK/uZi0kVnJ1d7TDdnoYjUZu4SUWKuMYhgH1wgvI+OlPF/za8cOHkbhjR8yKqXa7HVqtFl6vFyqVigQCRTkURcFkMqGvry/sXtCsT/dcgXesiEbOw5fPyMgItFotMjIyoFKpSGhqFMAwDJc7wheMKYpCWloafD4fKIpalJA/MDCAu+++GxcuXMBvfvMb3HDDDVG3IHDs2DEcOXIEg4ODWL16NZ588klcddVVAIDbbrsNXV1d+OCDD7jnf/jhh9izZw/a29tRXFyMffv2YefOndy/V1ZWoru7O2g/v/zlL7F//34AwPe+9z2cOXMGY2NjyMvLw6ZNm/Doo49CrVZH9L0SCIT4hIjDBAJhXmiahtls5uwo2tra8NlnnyEtLS1ALK6vr0d2dvaCJ2yjo6MwGAwQCARQKBRBF9Q+ny+guthqtQb4ubI3sVgcdZPFeGS6T215eTm5uA0TDMNwiyL8C63ExMQAsXghITFseJnJZEJmZiaUSmVMiIwrGYfDAa1WC7fbDYVCwXm5xwqJf/wjRD/84YJfd+GBB9DZ0ACxWBww1tPT0xftix9JKIqC2WxGT08PysvLUV1dTc6JUc74+Di0Wi1EIhHUavWSeEGzi4F8wZhfccmOeRJ4F4zX64VOp8P4+DiUSiWxGotyWJsWs9mM1NRUCIVCOBwOMAwT5F881+I3TdN44403cM899+Ab3/gGnn32WdLtRCAQCBGCiMMEAmHBsHYQn376KWdH0draiq6uLtTU1AQIxqtXr0ZSUtKME78vvvgCe/fuxerVq7Fnzx6UlpZe1gUR3/OPvTkcDiQlJQUJaNEsKMQaNE2jp6cHZrMZubm5kMvlpGpnCWBTxfmt+/xq+rk8/2w2G1fJqFQqSXV3lMMXGcvKylBdXR2b57DhYaTIZBBQ1GW/hPUc9mVnBwhoVqs1SEDLzMxEWlpaVAhorMiYlJQEtVqN9PT05T4kwhywlgQjIyOQyWQoLS1dNpFxtopLEnj3T9hgYp1Oh+zsbCiVSohEouU+LMIcuN1uaDQaOBwOqNVqTsxlg6qnB6Du378fCQkJuOKKK1BfX4+tW7dCKpVidHQUu3fvRlNTE5577jncfPPNK/I7QCAQCEsFEYcJBEJYYCfwzc3NaGlpQUtLC86dOwefz4d169ZxgnFjYyNSU1Px4IMP4tSpU7jhhhtw+PBhFBUVLWr//BAl9uZ2u5GWlhZQXSyRSMjkMgTGx8eh1+sBAEqlEjk5Oct8RCsbtpqeL6D5/X4u3FEikWBychIjIyOorKxc8QGBscDo6Ch0Oh1EIhFUKlXMi4zJP/whEt9++7IEYkYoBHXjjfC+/HLwv00T0Nh7fgUaK6CF2xd/LrxeLwwGA0ZGRlBTU4OysjLy2xLFMAyDkZER6HQ6ZGRkRG0HBQm8+ycejwc6nQ6Tk5NQKpUoKCiI6/cb6zAMg8HBQej1euTn50Mul8/rsU3TNJqbm/Hxxx/j/PnzuHjxIrq6ujjruPz8fPziF7/ANddcg4KCgiV6JwQCgbAyIeIwgUCIGBRFQaPRcN7FLS0taG9vR0pKCkpKSnD99dfj2muvxYYNG5CWlhb2ST8rKPBb9AEEVJ9lZmaSKpQ5cLlcMBgMmJiYQHV1NcrKyqKiWo8QCFvNb7FYMDAwgMnJSTAME2BHwd5i1c81XnG73dDr9ZiYmIBMJkNJSUlcCCCCixchvuoqwOuFYI6pJiMQAMnJcJ85A2b16sva9vQKNLZ7RCgUBohnkRjvrABiMBiQlZUFpVJJOiiiHLfbDZ1OB4vFAoVCEXOWBGzgHX9xJJ4D7/gi46pVq6BUKsnvVpTj8Xig0Whgs9mgVqtD7lIaHx/H3r17cfHiRdTX14NhGJw9exZ6vR5lZWWchR17Hy2BdAQCgRAPEHGYQCAsCU1NTdi1axdGRkZw2223ITk5mbOjGB0dhVqtRn19PRobG1FfXw+FQhH2SkeGYbhEcf4FFt/fMisra8b2/JUGRVHo7u5GZ2cnCgsLUVNTQ0T0KMdut0On08HlckGhUCA3NxdOpzNgvDudTm68k0Ck5YUfwslWWcWbAJLwP/8D0bZtgN8/YwUxIxQCiYnwvPEG6GuuWdS+2O4RvoDG2q+EKwDM6XRCp9PB6XRCqVTGnBf0SoP1WzcajcjLy4ur71i8Bt653W5otVrYbDaoVCryHYtyGIbB0NAQdDodcnNzoVQqQ1qgYBgG7733Hnbt2oV169bh+PHjKCsr4/7darXi/PnzaGtrQ1tbG86ePctZ2bE2drt37ybFCwQCgbAIiDhMIBAiSn9/P+6//368/fbb2LdvH+65556AVk7Wx7apqQktLS1oa2vD+fPnIRKJsGHDBm7S19DQgNzc3LBX+/j9/oDqM6vVCp/Px7Xns7eV4vfHMAwXECgUCqFUKkllRpTj9/vR0dGBvr4+lJeXo6qqalafWp/PFyAm8Mf7dD/XlTDelwur1QqNRgOapqFSqeLapkVw8SKSHn8ciW+9FSAQM4mJoG66Cb577rnsiuGFMtt4Z+2G2DE/n38xTdPo7u6G2WxGSUkJpFJpXFRoxjNOpxNarRYulwsqlWpFhFjFcuAdwzAYGBiAwWBAXl4eFAoF+Y5FOV6vF1qtFpOTk1CpVCHbPlgsFtx///347//+bzz++OP40Y9+dFnjc3R0FGfPnuWE4hMnToS0fwKBQCBcgojDhLhmcnISu3btwunTpwEAN9xwA5599tk5xa633noLL7zwAs6dO4fx8XF8+umnWLduXcBzPB4P7rnnHpw6dQoulwtXX301jh07htLS0kXtO55wu9144okncOjQIXzrW9/Cr371q4AqgNlgGAZerxeff/55QNid0WhEVVUV10rW2NiIK664AsnJyWEVsdj2fL5YzPr98cXijIyMuKlAYnE6ndDr9bDZbKipqYmb9vZ4ha3YMRgMSEtLg1KphEQiWfA23G53wAKJzWaDQCAIEM+I/Up48Pl8MJlMGBgYQFVVFSorK6NOpIkYIyNI/Mc/ALsdSE8HdeWVwBJXBc7nX8wf82KxGAKBABaLBRqNBgKBACqVasX8hscq04X8mpqa2Ax1DAOxEnjncrmg1WrhcDigUqlIcGoMMDw8DK1Wi+zsbKhUqpDmwwzD4O9//zvuuusuyGQynDhxAlVVVRE4WgKBQCBcDkQcJsQ11113Hfr6+nD8+HEAwPbt21FZWYl333131te89tpr6OzsRHFxMe64444ZxeE777wT7777Ll5++WWsWrUKP/3pTzExMYFz585x7Xuh7DteoGkadXV1SEhIwNNPP40vfelLi9oewzAYGxvjgu5aWlpw9uxZTE1NYe3atZz/WENDAyoqKsIuttA0zYXd2Ww2WCwWuFwupKamBojFbIBGrOH3+9HZ2Ymenh4UFxejpqaGVOxEOQ6Hg2tvl8vlYfXQpGk6wI7CarVydhR8sTjW2pWXE76Qn56eDqVSidTU1OU+LAL+6V/MF4xZ/+LExER4PB4UFhZCJpORBZIox2azcRX5arWaCPkzcDmBd+x5PtKBdwzDoK+vD0ajkfuOkblHdOP1eqHT6TAxMbGokEC73Y4HHngAb7zxBg4ePIi77747JufPBAKBEE8QcZgQt2i1WqjVajQ3N2Pjxo0AgObmZmzevBk6nQ4KhWLO13d1daGqqipIHLZarcjLy8Nrr72Gbdu2AQAGBgZQVlaG9957D9dee+2i9x0PfPHFF1Cr1RETj2iahl6v54LuWltb8cUXXyAnJydALK6rq0N6enrYL3DY9k2+gMZW4/ArjNnqs2iEYRgMDw/DYDAgJSUFSqUS6enpy31YhDngC/mlpaWQSqVLUhU3k/0K267MF4slEknUjvflgvWpdTgcnE8t+RtFL3wPzeTkZKSmpsLpdHJ+rvzqYuJPHx1QFAWz2Yyenh5UVlaiqqqKCE0LYK7Au+kV9eESb6empqDRaOByuaBWq7Fq1aqwbJcQOUZGRqDVapGZmQmVShXSYhnDMPjoo4+wc+dOlJSU4KWXXoJcLo/A0RIIBAJhoazMPivCiqCpqQmZmZmcOAsAmzZtQmZmJj755JOQBdpz587B5/Ph61//OvdYcXExVq9ejU8++QTXXnttxPYdS6xZsyai209ISIBKpYJKpcLtt9/OVcOcPXuWs6M4ceIEBgYGoFQqOcG4sbERSqVy0YJacnIycnNzOR9DfjWO1WpFV1cXHA4HkpKSguwooqHF1W63Q6/XR6TylBB+GIbByMgI9Ho9UlJS0NjYuKRCvlAoRE5ODueNy29XtlqtXLI8gBnb81ciFEWhq6sLXV1dKCkpwdq1a6Piu0+YHTYMy2q1QqlUBpwX+X6uExMT6OzshN/vJ37dy8zExAS0Wi2EQiE2bty4YGsdAgKqhll7tOmBdwMDA2EJvGMYBr29vTCZTCgqKsK6devIeTHK8fl80Ov1GB0dhUKhQFFRUUjnuKmpKezfvx8nT57E/v37sXfvXrK4RiAQCFEE+TUmxC1DQ0Mzphzn5+djaGhoUdtNTk5GdnZ2wOMFBQXcdiO1b8LsCAQCpKWl4ctf/jK+/OUvA/hnyyJbXfz73/8e999/PxISErBhw4aACuNQW+Om7z8tLQ3FxcUA/nlxxVbi9PX1we12B4kJS1lt6fP50NHRgf7+fpSVlZELsxiA7wUtl8tDvjALJwKBAGKxGGKxmAuh4dtR2Gw2mM1mOBwOiESiALE4WhZIIsn4+Di0Wi2SkpLQ0NCAjIyM5T4kwhzwBauCggJs2bIlyENzpgVBvl/3wMAAdDodBAJBQGt+RkZGVHeQxCo+nw9GoxFDQ0OQSqUoLy8nf+MwkpiYiOzs7IC57vQFkq6urgUF3jmdTmg0Gng8Hqxbty6ugzjjhbGxMWg0GkgkEmzevDmkxV6GYdDa2oodO3YgKysLbW1tUKvVEThaAoFAICyG+L46I8Ql+/fvx8MPPzznc9ra2gBgxgsFhmEicgExfbtLuW/CzAgEApSVlaGsrAw333wzgEsXN1988QXnXbx//37o9XqUl5ejrq6OE4vXrVu36Av6mS6u+GIC60EKIEAsjkT4F5sEbjQakZ6eTiqsYgCKotDZ2Ynu7m6UlJRgzZo1Ue3HmJCQgPT09ICKZtaOgh3zvb298Hg8M1ZbxkMbuMfjgV6vx/j4OGpqalBaWkrO+VGOzWaDVquFz+dbkGAlEAiQkpKClJSUoAUSdrx3dnZyHSTT/bqj+bsc7bDt7axglZKSstyHtCKYaYGEH3g3PDwMo9EYFHiXnp6O0dFRmM1mlJaWoqamhlSMRjl+vx96vR4jIyOQy+UoLi4O6bfM7Xbjsccew/PPP4+f//zn2LdvHzn3EQgEQpRCxGFCzPHjH/8Y3/ve9+Z8TmVlJS5cuIDh4eGgfxsdHeUu5EKhsLAQXq8Xk5OTAaLfyMgItmzZwj0nEvsmLJ7k5GTU1dWhrq4Od911FxiGgcViQWtrK5qbm3HmzBk8/vjjsNlsWLNmDRoaGlBfX4/GxkZUV1cvWsBiqy3ZyvLp4V8mk4kL/+KLxYvxtrRardDr9fB4PFCpVMTzNAZgLSREIlFMV55Ot6MAZl4gYRgmSDyLpWpLtkvBZDJh1apV2LJlCwkvi3IoikJHRwd6e3tRUVGBqqqqRQtW/AWSkpISbj9soCm/PT81NTWg2pL4F8+Px+PhwrAW095OCA8zdZBMD7xjLbYAcKG9Y2NjSxJ4RwiN8fFxaDQapKamYtOmTSEvvnz66afYsWMHhEIhPv74Y6xfvz7MR0ogEAiEcEIC6QhxCxsK19LSgsbGRgBAS0sLNm3aFJZAut/97ne45ZZbAACDg4MoLS0NCqQLdd+E5YWmaXR0dKCpqYkLu/v888+RkZGB+vp6Tiyuq6tDVlZW2C9u/H4/d2FlsVhgs9ng8/kgkUiQlZXFCQqpqalz7tvr9cJkMmFwcBCVlZWorKwk4kOU43K5oNPpYLVaUVNTg5KSkri/eGYYJmCBhA1D4vt1s2360VhxxK88ValUJFgpBhgbG4NWq4VIJIJarV7yLgp+oCl7z/oX88c88S++BMMwnK/5qlWroFAoyOJLlEPTNLq7u7lq4YKCAjgcjjkD7zIyMoLsXAhLh9/vh9FoxODgIGQyWcidL16vF0ePHsWTTz6JvXv34qGHHiKfK4FAIMQARBwmxDXXXXcdBgYG8MILLwAAtm/fjoqKCrz77rvcc5RKJQ4dOoQbb7wRwKVwk56eHgwMDOD666/Hf/3Xf0GhUKCwsBCFhYUAgDvvvBN/+tOf8PLLLyMnJwf33HMPxsfHce7cOU58u5x9E2IDhmHgcrlw/vx5zo6ira0N3d3dkMvlAd7FtbW1EAqFYb2gZ70tWfHMarXCbrcjMTExyI4iKSkJNE2jv78fJpMJ2dnZkMvlSE1NDdvxEMIPRVHo7u5GZ2cnioqKUFNTs6Ivpqb7dVutVrjdbqSlpQX4F8/mbbkU+P1+mEwm9Pf3k8WXGCFabT+mn+NZKxbWv5g/5ldataXL5YJGo4HT6YRSqZwxz4EQXdjtdrS3t4OmadTW1iIzMzPoOdMD72w2W1gC7wihMTExAY1GA7FYDLVaHfKcsb29HTt27IDb7cbJkyfR2Ni4os5XBAKBEMsQcZgQ10xMTGDXrl04ffo0AOCGG27Ar3/9a2RlZXHPEQgEOHnyJG677TYAwMsvv4zbb789aFu//OUvsX//fgCX2qLvvfdevP7663C5XLj66qtx7NgxlJWVLWjfhNiFYRgMDQ2hubkZzc3NaG1txblz50BRFNavX88Jxo2NjSF7tc0FTdMBrcpWqxUulwsikQgURUEgEKC6uhqlpaVx4eUaz4yNjUGn00EoFEKlUs14IU1AgLcle0/TdED4V2ZmZsTtKBiGwcjICHQ6HSQSCZRKJdLS0iK2P8LiYT3XDQYDcnJyoFAoQgpWWkqmBzxarVau2jIWKuoXC8Mw6OnpQUdHBwoLCyGTyeLyfcYTNE2js7MTXV1dqKioWLAVFz/wjh33Cwm8IywciqK4Rc6amhqUlZWF9Pvp9/vx9NNP4/Dhw7jzzjtx4MCBqD/HEggEAiEQIg4TCARCmPD7/dBoNGhqakJraytaWlqg1WpRVFQUUF28fv36eS0hForb7YZer+e8/AQCwbKJZ4TLw+VywWAwYGJiIqqqGGMFvrcle4t0+NfU1BR0Oh3sdjvkcjkKCwvJZxblOJ1OaDQauN1uKJVK5OXlLfchhcxsFfWpqakB1cWst2usYrfbodFo4Pf7oVKpLjskkLB82Gw2tLe3AwBqa2vD4pM/PfCOvfED7y7XZosQjMViQXt7O5KSklBbWxvyIqder8fOnTsxMTGBl156CV/60pfIZ0EgEAgxCBGHCQQCIUIwDAObzYa2tja0tLSgubkZbW1tGBsbw+rVqwMEY5lMFlLrJE3T6OnpgdlsRm5uLuRyOVetMZd4xreiyMjIgFBI8kmXCtaLsbOzE/n5+ZDL5SvaQiKcTA//YluVWfGMH/61EPGMpml0dXWhs7MTxcXFqKmpIVWMUQ6/irG0tBRSqTQuz3Nerzeoot7v9yM9PT1AMI4F8YymaZjNZnR3d6O8vBzV1dXEUiDKoSgKZrMZPT09qKysRFVVVUQXJth5DX+82+12JCQkcGLxSrVguVz4YZxSqRQVFRUh/Z0oisKxY8fw6KOP4rbbbsPhw4eX3L+dQCAQCOGDiMMEAoGwhLAiE2tH0dbWhk8//RQpKSmoq6vjxOL6+nqsWrVqzgn722+/jd///vf4yU9+AqVSeVnVVfzKM/bm8XgCgpAyMzNJEFKEmJiYgE6ng0AggFKpRHZ29nIfUtzDimd8AY2tPOOLZykpKTOOef5nplKpiDVQDDA5OQmtVouEhIQVZ9XCeuTzx/t08Ywd99HU9m2xWKDRaJCQkAC1Wh2WylNCZOF/ZrW1tUhPT1+W46BpGg6HI0AwJoF3M2O1WtHe3o7ExETU1taGLOaazWbcdddd6O3txYkTJ/DVr36VzBkJBAIhxiHiMIFAICwjbNvkZ599FhB2ZzKZIJVKOaG4sbERa9asQVJSEgwGA/bs2YOzZ89i9+7d2Ldv36Iq4txud5BgLBAIAoQztgqHEBputxsGgwFjY2OQSqUoKyuL6bbvWIZfUc8Xz4RCYcB4T0lJQWdnJ0ZGRshnFiP4fD4YjUYMDQ2huroa5eXl5DPD7OKZSCQKsqNY6op4frCjVColn1kMwK88ra6uRkVFRdR9ZiTwLhB+Vf5iPjOapnHixAk8+OCD2LZtGx5//PGILr4dO3YMR48exeDgIGpra/HUU0/hyiuvnPX5H374Ifbu3Yv29nYUFxfjvvvuw86dOwOe8+abb+LBBx9ER0cHpFIpHnvsMS6UPNT9EggEQjxAxGECgUCIMhiGwejoKGdF0drairNnz8LlcqGsrAy9vb3YsmULHnroIdTX14f9oowfhMTenE4nxGJxQHVxenr6irioWgw0TaO3txcdHR3Iy8uDTCaLqmo9wiUoioLD4eDG+/j4OHw+HxITE5GTk4OcnJy48HKNVxiGwfDwMPR6PdLT06FM7gW+AAAgAElEQVRSqZCSkrLchxXV+P3+IPHM7XYjLS0tQDyL5JgfHR2FTqdDSkoKVCoVCXaMASYnJ6HRaJCUlAS1Wh1TNgLzBd6x4z7eAu9YP2iBQLCoCu+enh7cfffd0Ov1OH78OK677rqIVgu/8cYbuPXWW3Hs2DFs3boVL7zwAn77299Co9GgvLw86PmdnZ1YvXo17rjjDuzYsQMff/wx7rrrLpw6dQrf/e53AQBNTU248sor8eijj+LGG2/E22+/jYceeggfffQRNm7cGNJ+CQQCIV4g4jCBQCBEOQzD4J133sFPfvITJCUlYdOmTdBqtbh48SJyc3MDqos3bNgAiUQS9gm7z+cLqi7m+1qyQkIs+FouFZOTk9DpdGAY5rJtPwjLi91uh1arhcfj4XyF+ZYUZMxHHy6XC1qtFna7HQqFAgUFBeTzCBGPxxMUeEdRVJAdxWLHvNfr5QJUZTIZSkpKyGcW5VAUBaPRiP7+ftTU1KC8vDzmPzO2c4s/5uMp8I7vu74YP2iapvG73/0O999/P771rW/h6aefXpL5zMaNG7FhwwY8//zz3GMqlQrf+c53cOjQoaDn79u3D6dPn4ZWq+Ue27lzJz7//HM0NTUBALZt2wabzYa//OUv3HO+8Y1vIDs7G6dOnQppvwQCgRAvxF8yB4FAIMQRer0eu3fvxrlz53D48GHcfvvtSEhIAMMwcDqdOHv2LJqbm9HS0oIXX3wRg4ODUKvVqKurQ2NjIxoaGqBUKhdd4ZuUlIRVq1Zh1apVAC5dVLndblgsFthsNvT29sJmswW15mdmZq644C6PxwOj0YiRkRHS2h4j8Nukpwdh5ebmAgj0crVardyYT0xMDLJgWem+lksBP4yzsLCQs90hhI5IJEJeXh7y8vIABId/9fb2BvgX88f95dgOMQyDoaEh6PV6ZGVlYfPmzaSTIgaYmJiARqOBSCTCpk2b4qbCWyAQQCwWQywWIz8/H0DwmO/r6+P8y2Mp8M5ut6O9vR0Mw6ChoSFkD++hoSH8+Mc/xrlz5/DSSy/hxhtvXJL37PV6ce7cOdx///0Bj3/961/HJ598MuNrmpqa8PWvfz3gsWuvvRYnTpyAz+dDUlISmpqasGfPnqDnPPXUUyHvl0AgEOIFIg4TCIQZmZycxK5du3D69GkAwA033IBnn312zjAmhmHw8MMP4/jx45icnMTGjRvx3HPPoba2FgDQ1dWFqqqqGV/7+9//HjfffDMAoLKyEt3d3QH/vm/fPhw+fDgcby0mcDgcOHDgAJ555hn86Ec/wqlTpwLCywQCASQSCb7yla/gK1/5CoBLf//e3l4u7O7UqVO45557kJSUhA0bNqC+vp4LvMvPz1/UBF8gECAlJQUpKSkoKioCcEmssdvtnHg2ODgIl8uF1NTUALE43lo2Wdi/f0dHB3JycrBlyxYifMQAIyMj0Ov1EIvF2Lhx46xt0gKBAKmpqUhNTQ0a86yQMDw8jKmpqQBfS2LBEn6sViu0Wi0oisL69etJsGOEEAgESEtLQ1paWsCYZy1YbDYbTCYTnE5nkH9xRkZGgBe+y+WCTqeDzWaDSqVa9G8QIfL4/X4YDAYMDQ2hpqYGZWVlcf+ZzTXm2fO82WyO2sA7mqbR3d0Ns9mM8vJySKXSkOZbDMPgD3/4A/bu3Yuvfe1ruHjxIrdotBSMjY2BoigUFBQEPF5QUIChoaEZXzM0NDTj8/1+P8bGxlBUVDTrc9hthrJfAoFAiBeIOEwgEGbkX//1X9HX14f3338fALB9+3bceuutePfdd2d9zZEjR/DEE0/g5Zdfhlwux4EDB3DNNddwPpBlZWUYHBwMeM3x48dx5MgRXHfddQGPP/LII7jjjju4/48lX7vF8sEHH+AHP/gBpFIpmpqasHbt2st6nUAgQHl5OcrLy3HLLbeAYRj4fD5cuHCB8y5+8MEHYTQaUVFRgfr6es6OYu3atYuugklISODEMBav18uJxSMjIzCZTKBpOqi6OJorcC4Hi8UCnU4HiqKwZs0artqUEL24XC7o9XpYLBbIZDIUFxcveAzyx3xZWRmAQAuWiYkJdHZ2wu/3QyKRBIz5WGxTXm78fj86OjrQ19e3qDZpQujwKyhZWP9iVjDu7e2Fx+Ph/IspisLY2BgKCgqwZcsWUuEdA4yNjUGr1SI1NRWbN29e0R7e/DFfWloKIDjwbmBgYNkD7xwOB9rb20FRFOrr60MOihsdHcV//Md/4MyZM3juuefwve99b9l+q6bvl2GYOY9lpudPf/xytrnQ/RIIBEI8QMRhAoEQhFarxfvvv4/m5mYuoOHFF1/E5s2bodfroVAogl7DMAyeeuopPPDAA7jpppsAAK+88goKCgrw+uuvY8eOHUhMTERhYWHA695++21s27YtSPxNT08Peu5KoaSkBEePHsX3v//9RVf3JicncyIwcOlzmpyc5MLu/vd//xdHjhyBw+HAFVdcEVBdHA7hJTk5ecY2ZVYw7uzshMPhQFJSUoBwNr3qLFrxer0wmUwYHBxEVVUVKisriVgV5fDtCFixKpzVXrNZsLBjfnqbMn/MX05r/kqFDS8Ti8Vx1doeDwiFQi64kcXtdmNkZARdXV3w+XwQCARcZX04/YsJ4cXn88FgMGB4eBhyuZz4Qc9CYmIisrOzA7oW+IF3k5OT6OrqWpLAO4Zh0N3djY6ODpSVlUEqlYYkSDMMg9OnT2P37t3YtGkTLl68yFVPLzW5ublITEwMqtYdGRkJquplKSwsnPH5QqGQ+z2e7TnsNkPZL4FAIMQLJJCOQCAE8dJLL2Hv3r2wWCwBj2dlZeHJJ5/E7bffHvQas9kMqVSK8+fPY/369dzj3/72t/H/s3ff4W3V9/7A3/K2Jct27HgltuUpW3aWZxwuNMBlpBQCD/O2TQuFJCakSRxKQlogCxJMBylJuCSQVcpqKWTQlJY+vaEFYllJyLA1bHnvbUm2tXV+f+R3DjpWhiNP2Z/X8/gJyJLOkXUsS5/v57w/oaGhOHLkiMttzp49i9zcXHz99ddYtGgRd7lEIoHZbIbFYkFcXBwefvhhPPfccxN+ut5U5XA4UFVVxcVRKBQKXLx4ESEhIbxicU5ODkJCQkb9gyLbgeM87M5sNrt0WgqFwknzIZVhGDQ3N0Or1SI0NBRSqXRad1Z5ir6+PqhUKjAMg4yMjAmLI3A+NZ/tthwYGEBAQIDLqfnTPY7CbDZDrVajp6cHaWlpbnV4k/HlcDhQV1eH2tpazJ49GykpKfDy8uIWBtnXe4PB4JLZTYskE6ezsxMqlQoikQgZGRn0N22ExmPg3cDAAJRKJcxmM7Kysq4Z/XYtPT09eO655/D555/j9ddfx09+8pMJX+guKChATk4O3nzzTe4ymUyGpUuXXnUg3YkTJ6BUKrnLnn76aZw/f543kM5gMODkyZPcdZYsWYLQ0FDeQLob2S4hhEwVk78tixAy7tra2rjhHM4iIyOvmfUF4Io5XUPzg1kHDhxARkYGrzAMAGvXrkV2djbCwsJQVlaGTZs2oba2Fu+88447D4dch5eXF6RSKaRSKX76059yg7fOnj3LxVEcOXIEjY2NkEqlyMvL4+IoZDLZiDt8r9SB49xp2dLSArVaDYFAwCsWT9TgL71eD5VKBavViszMzHHN4SPusVqtqKqqQmtrK5KSkpCQkDChH3ydT1MeGkeh1+vR19eH+vp6WK1WrutsMi6SjCWGYdDU1AStVouIiAgsWrSIioYeQKfTccWZoae2s1musbGxAFwzuzs6OrhFkqGn5nvCmSSeymKxQKPRoKurC1KpFDExMdPiNWasjeXAO3bGgVarRWxsLLKzs93uFv773/+O1atXIysrCxcuXEB8fPyIHvdoWb9+PZYtW4bc3FwUFhZi//79aGhoQFFREQBg06ZNaG5uxh/+8AcAQFFREfbs2YP169dj+fLlOH36NA4cOMAVfYHLny9uueUWlJSUYOnSpTh27Bj++c9/4quvvhr2dgkhZKqid1qETCNbtmzB1q1br3kdhUIBwDVvCxhe5tZwc7qMRiPef/99vPjiiy7fc54kPHfuXISFheGhhx5CSUkJd2oYGTvs4K2bb74ZN998M4DLz2NLSwtKS0shl8vxl7/8Bb/61a/AMAyys7ORk5OD/Px85OXljcoHS/YDFbvY4HA4MDAwwBWMq6qqeJ2W4zH4y2q1QqvVoqWlBRKJBBKJZNp3dU52DMOgtbUVlZWVCAkJwaJFiyZtN9zV4iicMy2dF0mcC8ZTrWja39/PdcNRhrdnsNvt0Gq1aGpqGnbEzrUyu50XSZxPzWeP/ak62HS8tbe3Q61WQywWo7CwkIaojrHRGHhnNBpRUVEBo9GI+fPn8+JcboROp8OmTZvwySef4LXXXsOKFSsm1e/Uo48+iu7ubmzbtg2tra3IysrCyZMnkZCQAABobW1FQ0MDd/3ExEScPHkSxcXF2Lt3L2JjY/HGG2/gwQcf5K6zaNEifPjhh3jhhRfw4osvIjk5GR999BEXoTec7RJCyFRFsRKETCNdXV3o6uq65nUkEgnef//9MY+VePfdd/Hkk0+iubn5up2Xzc3NmD17Ni8DmUw8m82GS5cuQS6XQy6Xo6ysDCqVCrNnz+aKxbm5uViwYAECAwNHvRPJefAX+2Wz2RAcHMwrGI90284FRrFYjPT0dAQFBY3iIyFjob+/H2q1GoODg5BKpYiMjPT4brihiyQ6nQ4DAwPw9/fnZRd7aqel3W5HbW0t6uvrR5SdScZXd3c3VCoV/P39kZGRMeoDZJ0XSdh/GYbhXuvZAtpY/J2ZqiwWCxfXIpVKER0dTT+7SWTowDu9Xg+j0QhfX1/YbDaIxWIkJSUhLCzshl8jGYbBl19+iaeffhoSiQQHDx5EcnLyGD0SQgghnoKKw4QQFyqVCjKZDHK5HPn5+QAAuVyOhQsXQq1WX3UgXWxsLIqLi7FhwwYAlz98REZGoqSkBCtXruRdf/HixYiIiMDHH3983f357LPPcO+996K+vn7SnO5GXDEMA51OB4VCwXUYl5WVobe3F1lZWbw4CjaDcrS3bzQaeTmuer0ePj4+XAEhNDQUYrEYvr6+w7pPg8EAtVoNk8mEtLS0KVFgnOqcC4yzZ89GcnKyRxZKh8tms7kUzpwzu52HIE3mY7enpwdKpRK+vr6QyWQIDg6e6F0i1+E8vCw1NRWzZ88el2OMYRgMDAzwjnuDwQAfHx9ep+VERQ9NZgzDcN3CYWFhSE9Pn3JnHkxFJpMJly5dwsDAACIiImCz2aDT6a448C4gIOCqx31/fz9eeukl/PGPf8TLL7+Mn//857QANwwMw+COO+6At7c3/v73v/O+9+abb2LTpk24dOkSfUYhhHg0Kg4TQq5oyZIlaGlpwb59+wAAK1asQEJCAk6cOMFdJz09HTt37sQDDzwAACgpKcHOnTtx6NAhpKamYseOHTh16hQ0Gg3vg75Wq0VaWhpOnjyJu+++m7fd06dPo7S0FLfeeitCQkKgUChQXFyM3NxcHDt2bBweORlNDocDtbW1OH36NFcsPn/+PIRCIXJzc7licW5uLsLCwka9sMBmWjp3WhqNRgiFQt5p+UNPUbZaraipqUFTUxPi4+ORlJREH6A8QFdXF9RqNXx9fZGRkQGxWDzRuzQh2Mxu5+IZAJfC2WQ4hdxisaCyshIdHR1ISUlBXFzcpC5ik8uFko6ODi6OID09fcLjWux2OzfkkT3uBwcHacijE7PZDJVKhb6+PmRkZLjMiCCTDxvpVVlZicjISKSlpXGL21caeNfS0oKf/OQnSElJwZw5c5Cbm4ubbroJmZmZkMvlKCoqQlRUFA4dOnTFRg9ydY2NjZgzZw6v4aW2thZz587F7t278fjjj0/sDhJCyAhRcZgQckU9PT1Ys2YNjh8/DgC47777sGfPHt4kZIFAgEOHDnFviBiGwdatW7Fv3z709vaioKAAe/fuRVZWFu++f/nLX+Ldd99FfX29S/fouXPnsGrVKqjVapjNZiQkJOCxxx7Dhg0b6FT+KYDNUf3222+5OAqFQoGamhqkpqYiNzcXeXl5yMvLQ1ZWFnx9fUe9UGSxWHjFYnZ6OFs8cDgcaGtrQ3BwMNLT0yEUCkd1+2T0mUwmVFZWoru7GykpKePWwegpGIZxKZz19/fD39+ft0gynnEUQ/OgJ0OBkVyfyWSCWq1GX1/fpI8jcI4eYv9lOy2dC8ZCoXBSZa2ONvZ3TaPRICIiAlKplDqqPYDJZIJKpYLBYEBGRsawht/a7XZUVFTgm2++gUKhwKVLl1BVVQUfHx/YbDYUFhbimWeewcKFC+nvpBuOHDmC1atX4+LFi5BIJLj99tshFotx9OjRid41QggZMSoOE0IImVDsaa5yuRylpaUoKyvDmTNnYLVaMX/+fK5gnJ+fPyYfZthTlDs6OtDY2Air1QqGYVxyXENCQqZtx9lk5TyxfebMmUhLS6NTpIeJjaNwzu02m80QCoW8zO6xKJwNDg5CpVKhv78f6enpFNfiARiGQXNzM6qqqjy2wMh2Wg7tqmcYhndaPttVPxWOSbbAqNfrkZGRgcjIyIneJXIdDMOgra0NarUaM2fOhFQqHXYU1tD7OXPmDIqKihAeHo7bbrsNra2tKCsrQ0VFBSIiIrhBwuwXDX2+vvvvvx99fX148MEHsX37dpSXl9PvFSFkSqDiMCGEkEnHbrdDpVJx2cVyuRwVFRWIioriht3l5eUhOzsbQqFwRB/ibTYbampq0NjYyGXUCgQCl2F3zjmuzoWzqVBA8EQ6nQ4qlQp2ux3p6en0oXYUXG3w19DuYncLZw6HA/X19aipqUFsbCxSUlLcKnqQ8TUwMACVSgWj0YiMjAxERERM9C6NGnZxcGhXvXNWPfuvJxXDnYv5IykwkvHFRn/odLoRFfPNZjN27tyJPXv2YMOGDfjVr37Fe/4HBwfx7bffoqysDAqFAgqFAlqtFklJScjLy8Ntt92GFStWjNbDmlI6OjqQlZWF7u5ufPzxx1y0HiGEeDoqDhNCCJn0GIaBwWDAmTNneMPuOjs7IZPJeHEUUql0WB2+DocDR48eRXh4OIKCgpCenn7NIVhsjqtzHIWXlxevcEYDkMae1WpFdXU1mpubIZFIIJFIqKN7jDgXzthjvr+/H76+vi6Fs+sVnvr6+qBSqcAwDGQyGS+iiExOzsX8WbNmISUlZUoPd2TZ7XYYDAbeQsng4CACAwN5r/fBwcGT8rXHaDRCqVRiYGBg2HEEZOKx3cIzZsxAenq62+8lLly4gJUrV4JhGBw+fBg5OTnDul1PTw/OnDkDhUIBq9WKLVu2uLX96eCFF17A0aNHUV5ePtG7Qggho4aKw4QQQjySw+FAQ0MDSktLUVpaCoVCgXPnzsHf3x/Z2dncsLu8vDxERETwOh0vXLiAtWvXoqqqCkePHkVubu4Nd0I6HA4ux5UtIAwMDCAwMJDXZSkWi6d0nuV4YeNHNBoNRCIR5UFPELvd7tJdbDKZrjrk0WazQavVorm5GUlJSUhISKDfBw+g1+uhVCrhcDiomA9+fjF77FutVohEIt4iiUgkmrCzSRiGQVNTE6qqqhAdHY3U1FTqFvYAFosFarUaPT09IxoUaLVa8dvf/ha/+c1vsHbtWmzZsoVilsbIli1bcPToUZw/f36id4UQQkYNFYcJIYRMCQzDwGKx4MKFC1x2cVlZGaqqqpCYmIjc3FzMmzcPly5dwqeffor7778fr7322qh2VQ0tIOh0OthsNgQHB/O6iwMDAymO4gY4Z9RKpVJERUXRz28SMZvNLoUzh8OBgIAAmM1mBAQEQCqVYsaMGfS8TXJ2ux01NTVoaGhAQkICkpKSqJh/BexwVeeFEr1eDwC81/uRxLDciMHBQSiVShiNRshkMorZ8RAdHR1QqVQIDQ1Fenq628VcpVKJlStXYmBgAIcOHcLChQvptXYMUXGYEDIVUXGYEELIlMUwDLq6ulBaWop3330XJ06cQHBwMIRCIWbOnIm8vDyuw3gsOhoZhoHRaOQViw0GA5dn6VxAoA4vVw6HA7W1tairq8OsWbOQnJxMPycPYDQaUVFRAb1eD7FYDJvNxstxpeN+curp6YFKpYKPjw9kMtk1Y3aIq2vFsDh3F4eEhIzacc8wDBoaGlBdXc3leE+H6A9PZ7VaoVar0dXVhfT0dERHR7tVzLXZbNizZw9eeeUVrFixAjt27EBgYOAY7DFxRsVhQshURO8eCCGETFnsYLm33noLcrkce/bswU9/+lNotVqcPn0acrkcu3fvxqVLlxAWFsYrFufk5CA4OHhE3TcCgQBBQUEICgpCTEwMAH6eZV9fH1paWmA0GiEUCrniQWhoKIRC4bTu2GMLVd7e3sjNzUVISMhE7xK5DoZh0NjYCK1Wi8jISMydO5fLzWSPe7Zwxh73QUFBvKJZcHDwtD7uJ4LVakVVVRXa2tqQnJyM+Ph46jp0g0AggEgkgkgkwqxZswDwj3u9Xs8d90Pjh9zJLx4YGEBFRQUsFgvmz5+PGTNmjMXDIqOss7MTSqUSYrEYhYWFCAgIcOt+qqqqUFRUhM7OTpw8eRK33HIL/d4SQghxG3UOE0LIKOvt7cWaNWtw/PhxAMB9992H3bt3XzOzkWEYbN26Ffv370dvby8KCgqwd+9eZGZmctdZvHgxvvzyS97tHn30UXz44Ycj2vZUZTKZUFJSgtdeew3Lli3DK6+8csVTbRmGweDgIM6cOQO5XA65XA6FQoGmpiZkZGQgJyeHyy7OyMgYk64si8XC6y7W6XRgGMZl2J27HyI9idlsRlVVFTo6OpCSkoLZs2dTsdADGAwGKJVKWK1WZGRkDOu0dufjnj093263c1ndFMMy9jo6OqBWqyEUCiGTyajrcBxYLBaX3G6bzQaRSMRbKBEKhVc87tm8/erqasyePRspKSmTcjAe4bNaraisrERHRwfS0tIQGxvr1uua3W7Hvn37sGXLFixbtgyvvfYadfkTQggZMSoOE0LIKFuyZAmampqwf/9+AMCKFSsgkUhw4sSJq96mpKQEr7zyCg4fPoy0tDS8/PLL+Pe//w2NRsO96V+8eDHS0tKwbds27nZs99FItj0VnTx5Ej//+c8RFhaGN998E/n5+Td0e4Zh0NzczBt2d/bsWQgEAm7YXV5eHvLy8tw+HfR623c+PVmn06G/vx/+/v4up+VPlaIAO0xJq9UiPDwcaWlp06IY7umGZtQmJia6fUyyCzXO+cVsDItzsVgsFnMdycQ9ZrMZGo0G3d3dkEqliImJoQL8BGHzi52LxXq9HgKBwCWOwmq1QqlUwmazITMzc1ou/Hqi7u5uVFRUQCQSQSaTuf23ra6uDk8//TRqa2tx4MAB/Pd//zf93hJCCBkVVBwmhJBRpFKpIJPJUFpaioKCAgBAaWkpCgsLoVarIZVKXW7DMAxiY2Oxbt06bNy4EcDlD+5RUVEoKSnBypUrAVwuDs+fPx+7du0atW1PRX19fViwYAE2bNiAFStWjFrx1GKxoLy8nBt2J5fLodFoEBcXh9zcXC6OYv78+WMygMhms/EKB319fbBarRCJRLzC2dW6zSYzg8EAlUoFi8UCqVQ6qkMCydjp7u6GSqWCn58fMjIyxqR7zeFw8OIodDrdFU/LF4vF1GE+DAzDoLW1FRqNBuHh4ZBKpW4PwSJjx+FwcAuE7Ot+f38/gMuLwjExMQgNDaXc7knOZrOhsrISbW1tSEtLw6xZs9z6++xwOHD48GH88pe/xEMPPYTf/e53tDBACCFkVFFxmBBCRtHBgwexfv169PX18S4PDQ3F66+/jieeeMLlNjU1NUhOTsa5c+ewYMEC7vKlS5ciNDQUR44cAXC5OFxRUQGGYRAVFYUlS5Zg8+bNXEHGnW1PVTabbcyH8jAMg76+Pq5QzHYY63Q6zJkzh9ddnJycPCbD7sxmM69optfr4eXl5RJHMVm7LG02G6qrq9HU1DTirlMyfiwWCzQaDbq6urjoj/FckHA+LZ897m02G4KDg3ldlkFBQR63UDKWjEYjlEolBgYGkJ6ejsjIyIneJTIMBoMBFRUVsNvtSEhIgN1u5477K+V2i0Qieh2dBHp6elBRUYHAwEBkZma6HdnS0tKCVatWoby8HPv27cMPfvADel0jhBAy6mggHSGEjKK2trYrfuCOjIxEW1vbVW8DAFFRUbzLo6KiUF9fz/3/j370IyQmJiI6Ohrl5eXYtGkTLly4gC+++MLtbU9V4zGtXSAQICwsDHfddRfuuusuAJe7e6qrq7k4iv379+OZZ56BSCTiFYtzc3MRGho64mF3AQEBCAgI4I4dh8OB/v5+rmjW3t6OwcFBXpflZBj6xTAMOjs7oVarERgYiIKCAohEognbHzI8DMOgpaUFVVVVCAsLG9EwpZHw8/NDREQEIiIiuP0yGo1cwaypqQkqlQpeXl68otlkXigZSwzDcBm10dHRmDt3LnWbegCHw4Ha2lrU1dUhISEBSUlJLq/bbG63Xq9HV1cXampquIUS50gKTzyjxFPZ7XZUVVWhpaUFKSkpiIuLc7tb+IMPPsCGDRvw/e9/H5cuXRpWljshhBDiDioOE0LIMGzZsgVbt2695nUUCgUAXPFDAMMw1/1wMPT7Q2+zfPly7r+zsrKQmpqK3NxcnDt3DtnZ2SPaNhkdXl5eSE1NRWpqKpYtW8ZlSZ47d46Lo3jvvfdQX1+P1NRUrlCcn5+PzMxM+Pj4jOi5YruGxWIx4uLiAFwegsMWi7u7u7niwUQN/TIajVCr1dDpdEhLS6OsUw8xMDAAlUqFwcFByGSySdV1KhAIEBQUhKCgIMTExAD4Lo6C7TB2XihxPu6Dg4OndJel86DA+fPnY8aMGRO9S2QYdDodlEolACAvLw9isfiK1/Pz88PMmTO5KHen5gsAACAASURBVB52oYQ97pubm6FSqSAQCHgLJWKxmDLdx0Bvby8qKirg7++PhQsXIigoyK37aWtrw9q1ayGXy/H222/jwQcfpL+ThBBCxhQVhwkhZBhWr16Nxx577JrXkUgkuHjxItrb212+19nZ6dIZzIqOjgZw+cMAW9gALk+Rv9ptACA7Oxu+vr6oqqpCdnY2oqOjb3jbZGwJBAIEBgbipptuwk033QTg8of3trY2lJaWQi6X49ixY3jppZdgt9uxYMEC5OTkID8/H3l5eW7nEzrz9fW9apelTqdDQ0MDN/Rr6LC70ewudDgcqK+vR21tLaKjo7Fo0aJp2cXpaRwOB+rq6lBbW4tZs2Zh/vz549KZP1Js13BISAhvoYQtmvX09KC2thY2mw0ikYh33E+FLkuHw4GamhrU19cjPj4eSUlJU7oIPlU4D3hMTEyERCK5obM8nBdK2PcWzvnFOp0O1dXV3IBT52Ix5Re7z263Q6vVoqmpCSkpKYiPj3frNYRhGHzyyScoLi7G9773PVy6dInevxFCCBkXlDlMCCGjiB0KJ5fLkZ+fDwCQy+VYuHDhdQfSFRcXY8OGDQAunyoaGRnJG0g3VHl5OebMmYMvv/wSt9xyi1vbJpODzWaDUqnkCsZlZWVQKpWIiYlBTk4OF0eRnZ09JjmqdrvdZeiXyWSCUCjkFYyFQqFbcRS9vb1c91pGRgYN0vEQzs+bTCZDSEjIRO/SqGI7+52zi4fmdrP/etLQtr6+PiiVSnh5eUEmk12165RMLuzz5u3tDZlMNiYDHlk2m417zWcXTNjXfOdjf6IjiDyBTqdDeXk5fH19kZmZCaFQ6Nb9dHV1Yf369fjXv/6F3bt344c//KHHL1IRQgjxHFQcJoSQUbZkyRK0tLRg3759AIAVK1YgISEBJ06c4K6Tnp6OnTt34oEHHgAAlJSUYOfOnTh06BBSU1OxY8cOnDp1ChqNBsHBwaiursZ7772H73//+4iIiIBSqcSzzz6LwMBAKBQKriNsONsmkx/DMDAYDFAoFLyCcVdXFzIzM3n5xWlpaWPSEcgOu3Me/MUwDMRiMUJDQ7kCwrVOTbZYLKiqqkJ7ezuSkpIQHx9PhQYPYLVaUVVVhdbWViQnJ0+r5805t5s99gcGBhAQEOByWv5k68S12WzQarVobm5GUlISEhISps3z5smcu04n8nkzm83cMc/+a7fbadDjVbAzBhoaGkb0vDEMg7/+9a9Ys2YNcnJy8PbbbyM2NnYM9pgQQgi5OioOE0LIKOvp6cGaNWtw/PhxAMB9992HPXv28LolBQIBDh06hMcffxzA5Q8HW7duxb59+9Db24uCggLs3bsXWVlZAIDGxkb8+Mc/Rnl5Ofr7+xEXF4d77rkHmzdv5mVIDmfbxDOxsQynT5/misXnz5+Hv78/r7s4Ly8P4eHho/7hnWEY3qnJOp2OOzV5aByFl5cXN7gsJCQE6enpbk9qJ+OHYRi0t7dzi1Lp6eluZ2ZOJWwchfNCidVqhUgk4uUXT2QcRVdXF1QqFQIDA5GRkeF29yIZX2xGrZ+f34i6TsfC0EGPOp0OBoOBl20/XfOL9Xo9ysvL4eXlhaysLLcHqvb19WHDhg347LPP8Nvf/hZPPPHEuC4M9Pb2urxn3L179zXfM7LvV/fv3897v5qZmQng8vvQzZs34x//+AcaGxsRERGB+++/H9u3b+edfSKRSHhDlwFg48aNePXVV8fgkRJCCLkeKg4TQgghHohhGJjNZpw/fx5yuRxyuRwKhQJarRZJSUm8YXdz5syBn5/fqBeubDYbr2Cm0+lgsVi4jsrY2FjExcVRp5kHcB4UKJVKER0dTc/ZVbBxFM7Hvl6vh0Ag4BWLx6NoZrFYoNFo0NXVhdTU1FHJKSdjj+3ybmlp4brzPeF5u1pnPbtI6Fww9oRs8hvlcDhQW1uLuro6SCQSJCYmut0t/M9//hPPPPMMpFIpDhw4AIlEMvo7fB1LlixBU1MT9u/fD+Dy2WYSieSaZ5uVlJTglVdeweHDh5GWloaXX34Z//73v7lFxfLycmzevBmPP/44ZDIZ6uvrUVRUhLlz5+Ljjz/m7kcikeDJJ5/kDVsWiURuF9oJIYSMDBWHCSGEkCmCYRh0dnZCLpejtLQUZWVlOHPmDIxGI+bPn8/FUeTn5yMuLm5UO5Tsdjt3im14eDgCAwNhMBhcMlzZLxpGNzk4HA40NjaiuroaUVFRSEtLo6FUbhg69Euv17t01rPdlqNRNGMHW2o0GoSGhiI9PX3adW96qu7ubiiVSgQEBEAmk02qbmF3sIuEzpEUUzG/2GAwoKKiAgzDICsry+1MaIPBgF/+8pf405/+hFdffRVPP/30hPxc2DkVpaWlKCgoAACUlpaisLDwujMy1q1bh40bNwK4HEcSFRV1zRkZf/7zn/HjH/8YAwMD3OufRCLBunXrsG7dujF6hIQQQm4EFYcJIYSQKcxut0Oj0fCyiy9duoSIiAhed3F2djZEIpFb3WudnZ1Qq9Xw9/dHRkYG70Ozc6cZ+zU4OIjAwEBesdjTCweeSK/XQ6lUwm63IyMjgxdRQ0bOubOe/ddsNkMkEvG6LG/0985kMkGlUkGv1yM9PR2RkZEe0XU63dlsNlRWVqKtrQ0pKSmIi4ubss/b0Mx6vV4Ph8OB4OBgXsHYE84qcTgcqKurQ21tLRISEpCUlOR2t/B//vMfFBUVIT4+HgcOHEBqauoY7PHwHDx4EOvXr0dfXx/v8tDQULz++ut44oknXG5TU1OD5ORknDt3DgsWLOAuX7p0KUJDQ3HkyJErbuudd97Bpk2b0NnZyV0mkUhgNpthsVgQFxeHhx9+GM899xwtHBNCyASZeuf7EEIIIYTj7X158r1MJsPPfvYzLjv4zJkzXHfx22+/jdbWVshkMi6/OD8/H+np6dcculVdXY1169bh4Ycfxm233XbFU9qd8ynj4uIAXM5wZQvFXV1dqKmpgc1mc+kuDggImPSFA09ks9lQXV2NpqYmSCQSSCSSSTdcbSrw8fHBjBkzeEV3k8nEFcva2tpQWVkJANzQL/bL39/f5dhnGAZNTU2oqqpCVFQUFi1aRF3eHqKrqwtKpRJCoRCFhYVTPoPd398fkZGRiIyMBHD52B0cHOSKxY2NjdDr9fD29uYVi9ljf7Lo7+9HRUUF7HY7cnNzeZm5N2JgYACbN2/GkSNHsG3bNqxbt27CX3Pb2tq458dZZGQk2trarnobAIiKiuJdHhUV5ZIfzOru7sb27dtduorXrl2L7OxshIWFoaysDJs2bUJtbS3eeecddx4OIYSQEaLiMCGEEDKNCAQCiEQiLF68GIsXLwZw+YN7Y2Mj11384YcfYsOGDfD29kZOTg4XR5GXl4fIyEhYrVbs3LkTu3fvxq233orbb78ds2bNGvY++Pr6IiIiAhEREdz2nQsH9fX1MBgM8PHxcRl2R8WwkWG7vAMCAlBQUED5juMsICAAAQEBXHGFYRhehmtNTQ36+/vh5+fHO/a9vb1RWVkJk8mEefPmITw8fIIfCRkOq9WKyspKdHR0TOtMaIFAAKFQCKFQiJiYGACXO3LZ6CGdToeOjg4MDAwgICCAVzCeiPxihmFQX1+P6upqxMfHIykpya1iLsMwkMvlWLlyJWbMmAGFQgGZTDYGe/ydLVu2YOvWrde8jkKhAIArHosMw1z3GL3SwtWVbqPX63HPPfdAJpNh8+bNvO8VFxdz/z137lyEhYXhoYceQklJCb2+EULIBKDiMCGEEDLNCQQCxMfHIz4+Ho888ggYhoHVasXFixe5YXcvvfQSKisrERUVxZ1Su2XLFjz11FMj7vS6UuHAbrfDYDBwHcbNzc1cjqVz0UwoFFIcxTCYzWZoNBp0d3dP6yLVZCMQCBAcHMyLYrHZbLxjv66uDjabjVtUMRqNMBgMdOxPcp2dnVAqlQgODkZhYSFlQg/h5eXFvY47n1XifOw3NDTAbDZzr/vOUSxjdewPDAygoqICVqsVOTk5CA0Ndet+TCYTtm/fjn379uFXv/oVNm7cOC5F7tWrV+Oxxx675nUkEgkuXryI9vZ2l+91dna6dAazoqOjAVzuIGb/VgNAR0eHy20MBgPuvvtuiEQifPrpp9dd2F24cCEAQKvVUnGYEEImAGUOE0IIIeS6enp68Oyzz+KDDz7AzTffDG9vbygUCvT392POnDm8/GJ3J7hfD5tj6ZxlCYAXRyEWi6kI44RhGDQ3N6Oqqgrh4eGQSqWT6rRtcnU6nQ5KpRIAkJKSAoZheMc+wzAup+RTFMvEs1gs0Gg06OrqglQqRUxMDD0nI2AymXjZxc75xc7HfmBg4Ih+zgzDoKGhAVqtFrNnz0ZKSorb3cLnzp3DypUr4e/vj8OHD2PevHlu79dYYQfSyeVy5OfnAwDkcjkWLlx43YF0xcXF2LBhA4DLx3tkZCRvIJ1er8ddd90Ff39/nDx5EkFBQdfdn88++wz33nsv6uvrER8fP4qPlBBCyHBQcZgQQgghV8UwDN5//32sX78eCxYswN69e5GcnAzg8mnBWq0Wp0+f5obdXbx4ESEhIcjNzeWKxTk5OQgJCRn1Agmbn9zX18cVD/r7++Hv7+8SRzHR+Y4Tob+/HyqVCiaTCenp6Zg5c+ZE7xIZBrvdDq1Wi6amJiQmJkIikbgstrDHvvNiSX9/P3x9fV0WSyiKZfy0t7dDrVYjJCQE6enptFA1BtgYIueFEjaGiI2hYI//4Q43GxwcREVFBcxmMzIzMxEWFubWvlksFpSUlOD3v/89fvGLX+CFF16Y1APWlixZgpaWFuzbtw8AsGLFCiQkJODEiRPcddLT07Fz50488MADAICSkhLs3LkThw4dQmpqKnbs2IFTp05Bo9EgODgYBoMBd9xxBwYHB/Hpp59CKBRy9zVz5kx4e3vj9OnTKC0txa233oqQkBAoFAoUFxcjNzcXx44dG98fAiGEEABUHCaEEDLJ9Pb2Ys2aNTh+/DgA4L777sPu3buveWonwzDYunUr9u/fj97eXhQUFGDv3r3IzMwEcLnrdfPmzfjHP/6BxsZGRERE4P7778f27dt5A2YkEonLUJWNGzfi1VdfHYNHOvlpNBqsWrUKKpUKu3btwsMPP3zNAi/DMDAajTh79iwXR6FQKNDQ0ACpVMrLLpbJZGNStLLZbFzBgP2yWq0QiUS8gnFQUNCU7eaz2+2ora1FfX094uLikJycPC2L456ou7sbKpUKfn5+kMlkN5QJbbfbuc5K9thno1icC2ZjeUr+dGWxWKBSqdDb2wupVIro6Ogp+/oyGbH5xc4F48HBQQQEBPC6i4ODg3nRDs5DHmNiYpCamup29MOlS5ewYsUK2Gw2HDp0iOvGncx6enpc3m/t2bOH935LIBDg0KFDePzxxwF8935r3759vPdbWVlZAIBTp07h1ltvveL2amtrIZFIcO7cOaxatQpqtRpmsxkJCQl47LHHsGHDhmF1GRNCCBl9VBwmhBAyqSxZsgRNTU3Yv38/gMudLBKJhNfJMlRJSQleeeUVHD58GGlpaXj55Zfx73//m+tkKS8vx+bNm/H4449DJpOhvr4eRUVFmDt3Lj7++GPufiQSCZ588kksX76cu0wkEk3LoV3btm3Dq6++iqeeesqliH4jGIZBa2srSktLUVpairKyMpw9exYMw2DBggVcwTg/P39MTr9mGAYmk4lXLDYYDLy8S7ZwMJk7vIarp6cHKpUK3t7ekMlkEIvFE71LZBjYwWXt7e1ISUlBXFzcqPwumM1mXrF46Cn57PE/0lPypyuGYdDW1gaNRoOwsDCkp6dTbMskYbVaXRZLLBYLRCIRxGIxgoKC0NHRwXULu5tza7VasWvXLpSUlGD16tXYtm0bdYwTQgjxOFQcJoQQMmmwGXilpaUoKCgAAJSWlqKwsPC6GXjr1q3Dxo0bAVwuiERFRfEy8Ib685//jB//+McYGBjgOoUkEgnWrVuHdevWjdEj9By7du3Cf/3XfyE3N3fU79tms6G8vJwrFsvlcqhUKsyaNYvXXbxgwYIxKVo5HA709/fzCsaDg4MIDAzkdRcHBwd7TIelxWJBVVUV2tvbkZycjLi4OI/Z9+mMYRh0dHRArVYjODgYGRkZCAwMHNPtsafks1/9/f3w8fHhLZSEhIRQHMV1mM1mqFQq9PX1ISMj46pDvMjkwDAMl1vf3NyM7u5uCAQCCAQCXhzFjSyWqNVqrFy5EjqdDocOHcKiRYtokYUQQohHouIwIYSQSePgwYNYv349+vr6eJeHhobi9ddfxxNPPOFym5qaGiQnJ+PcuXNYsGABd/nSpUsRGhqKI0eOXHFb77zzDjZt2oTOzk7uMolEArPZDIvFgri4ODz88MN47rnnpkRH6WTGDtpSKBSQy+UoLS2FQqFAT08PsrKyeAXj1NTUMSl6Wq1WXsFMp9O5dFhOxoFfzp2LbM7pWBYXyegxmUxQq9Xo6+ub0CgCu93OnZLPdhcbjUYEBQW5nJJPCw7fnQ2h0WgQEREBqVRKfyM8hMlkglKpRH9/P2QyGcLDwzEwMMDrLmYXS7y9vXHs2DHk5+fj5ptvRkxMDHc/drsde/bswcsvv4wnn3wSO3fu5GXrEkIIIZ7GvVAlQgghZAy0tbUhMjLS5fLIyEi0tbVd9TYAXLq2oqKiXPKDWd3d3di+fbtLV/HatWuRnZ2NsLAwlJWVYdOmTaitrcU777zjzsMhwyQQCBAaGoo77rgDd9xxB4DL3b21tbVcHMXBgwexZs0aBAUFIScnhysW5+bmYsaMGSMuqvn6+iIiIgIREREAXIce1dXVcQO/hsZRuJtROVKDg4NQq9UwGAzIyMhAZGTkpCpckytjGAbNzc2oqqpCREQEFi1aNKHFRW9vb4SGhvJyRi0WC3fsd3V1obq6Gna73WXg13SLo2CLiwaDAZmZmVf8e0UmH+eC/syZM1FYWMh1xrPRUbGxsQC+WyypqqpCbW0tTpw4gaamJsTExCArKwtSqRRfffUVenp68Nlnn2Hx4sXT6neAEELI1ESdw4QQQsbcli1bsHXr1mteR6FQ4B//+AeOHDkCjUbD+15qaiqefPJJPP/88y63++abb3DTTTehpaWF19mzfPlyNDY24vPPP+ddX6/X484770RYWBiOHz9+zVOn//KXv+Chhx5CV1eX23mEZHSwpwR/++23XBxFWVkZampqkJKSwhWK8/PzkZWVBV9f31H/wD60w9J54Jdzd7FIJBrTYoHD4UB9fT1qamq4IUoUAeAZBgcHoVQqYTQakZ6ejpkzZ070Lg0Lu1ji3GFpMBjg4+PDOx1/qmR3D+Vc0J85cyakUin9znkIs9kMpVIJvV7PLaLdqM7OTvznP//BJ598gvLycjQ1NcFisWDOnDnIz8/nvmQyGQ3/JIQQ4pGoc5gQQsiYW716NR577LFrXkcikeDixYtob293+V5nZ+dV8xyjo6MBXO4gdi4Od3R0uNzGYDDg7rvvhkgkwqeffnrdD/cLFy4EAGi1WioOTzCBQICAgAAUFhaisLAQwHd5raWlpZDL5fjrX/+Kbdu2wWw2Y8GCBcjJyUF+fj7y8vIwe/bsEZ8Sf6UOSzbDUqfToa2tDZWVlQDA664MCQkZtSFVOp0OSqUSDMNwXe5k8nM4HGhoaEB1dTVmzZqF+fPnT1jHuTsEAgGEQiGEQiH3OutwOHiLJa2trTAajbzsbrFYjODgYI8umBmNRiiVSgwMDGDOnDnc2QVkcnOO3AkPD0dhYaHbCxdGoxEHDx5EVVUV3n77bdx5551obm7mFin/+Mc/Yt26dWAYhvu7w37Fx8dTZzEhhJBJjzqHCSGETBrsQDq5XI78/HwAgFwux8KFC687kK64uBgbNmwAcPmU6MjISN5AOr1ej7vuugv+/v44efIkgoKCrrs/n332Ge69917U19cjPj5+FB8pGSt2ux0qlQpyuZz7qqioQGRkJK9YnJ2dDaFQOOof2hmG4Q270+v16O/vR0BAAFcsCw0NveGCmc1mg1arRXNzMxITEyGRSCj/1UMYDAZUVFTA4XBAJpPxFhemGovFwnUXs//abDYuu5tdNAkKCpr0BTOGYdDU1ISqqipER0dTh74HsVgsUKlU6O3tHdGwQIfDgXfffRfPP/887r//fuzateuqC3J2ux1qtZorGJeVleHixYvIyclBaWnpSB4OIYQQMuaoOEwIIWRSWbJkCVpaWrBv3z4AwIoVK5CQkIATJ05w10lPT8fOnTvxwAMPAABKSkqwc+dOHDp0CKmpqdixYwdOnToFjUaD4OBgGAwG3HHHHRgcHMSnn37KGxwzc+ZMeHt74/Tp0ygtLcWtt96KkJAQKBQKFBcXIzc3F8eOHRvfHwIZNWyx9syZM1yHcVlZGdrb25GZmckbdieVSsekw9Fms/FOx9fpdLBarRCJRLzu4qsVzDo6OqBWqxEUFISMjAwafOQh7HY7ampq0NDQgISEBCQmJnp0B607GIaB0WjkFYsNBgO8vLxcuusnUxyFc/wHO7iMeIb29naoVCqEhYUhIyPD7eOqtbUVq1evxrfffou33noLS5cuveEFDaPRiKamJqSmprq1D4QQQsh4oeIwIYSQSaWnpwdr1qzB8ePHAQD33Xcf9uzZw+u2EwgEOHToEB5//HEAlwsQW7duxb59+9Db24uCggLs3bsXWVlZAIBTp07h1ltvveL2amtrIZFIcO7cOaxatQpqtRpmsxkJCQl47LHHsGHDhmF1GRPPwTAMGhoauGF3CoUC586dg5+fHxYsWMAVi/Py8jBz5swx6S42mUy8YjFbMBsaRVFTU4Pe3l6kpqYiNjZ20ndbkst6e3uhVCrh4+MDmUyG4ODgid6lSYONo3BeMBkcHOS669mviYijYF8bqqurERsbi5SUFI+K/5jOLBYLNBoNuru7kZ6ejqioKLdeLx0OB/70pz/hF7/4Be68807s3r3bY7LBCSGEEHdRcZgQQggh0xrDMLBYLLh48SI37E4ul0Or1SIhIYE37G7evHnw8/Mb9SLt0PzW7u5uWK1WeHt7Izw8HGFhYVzBjOIkJi+r1Yqqqiq0tbUhOTmZ8kaHyWq1unTX22w2Xne9WCwekygY1sDAACoqKmCxWJCZmUl53h6ks7MTSqUSYrEYMpnM7Yz3jo4OrF27Fl9//TX27t2LRx55hH5/CSGETAtUHCaEEEIIGYJhGPT09HBRFHK5HAqFAgMDA5g3bx4vjmI0838NBgNUKhUsFgtSU1Ph7e3NK5g5HA4uv5X9CggIoALGJMDGfwiFQmRkZNAZByMwtLter9dDr9fz4ijYf0c67NF5WODs2bORkpIy7eI/PJXVaoVGo0FnZyekUiliYmLcei1kGAZHjx7FunXrcNNNN+Gtt97iht0SQggh0wEVhwkhhBBChsHhcKCyspIXR3Hx4kWEhYXxisU5OTkQi8U3VKRgsykbGhoQHx+PpKQklwIVwzAYHBzkFYv7+/vh6+vLKxaLxWI6FX4cmc1m7nT2tLQ0iv8YIw6Hgxv2yHYZDwwMICAggJdfLBaLh13c7e/vR0VFBex2+5QfFjjVdHV1QalUQiQSQSaTISAgwK376enpwbPPPosvvvgCr7/+OpYtW0ZnZxBCCJl2qDhMCCGEEOIGtlh79uxZLo6irKwMTU1NSE9P5wrG+fn5yMjIuGrB9ujRo/jFL36B9evXY9myZTeUT2u327lCGfuvyWSCSCTiFcxEIhEVLEcZwzBobW1FZWUlZsyYAalUOuIuVnJj2DgK50gKq9UKoVDIWzAZGkfhcDhQV1eH2traqy7GkMnJZrOhsrISbW1tSEtLw6xZs9zuFv7b3/6Gn//855g3bx7efvttxMXFjcEeE0IIIZMfFYcJIYQQQkYJwzBobm7m4ijKyspw9uxZCAQCZGdnIycnB/n5+cjLy4PD4cDatWtx6tQpPPvss3juuedGpePXbDbzuov1ej0A8IrFo3E6/nRmNBqhUqnQ39+P9PR0REZGTvQuEXwXR+FcLNbr9RAIBNzx7+fnh+bmZggEAshkMoSEhEz0bpNh6u7uhlKpRFBQEGQyGQIDA926H51Oh+effx5Hjx7Fr3/9azz11FPULUwIIWRao+IwIYQQQsgYslqtuHTpEpddLJfLoVarERgYiNTUVPzgBz/ArbfeigULFoxJfjDDMNzp+OwXezq+c7E4ODiYuievg2EYLp82Ojoaqamp8PX1nejdItfgcDgwMDCAvr4+NDU1ob+/HwDg7+/Pyy6mOJbJy2azoaqqCq2trUhNTcXs2bPd7hb+v//7P6xatQrJyck4cOAAkpKSxmCPCSGEEM9CxWFCCCGEkHFSVVWFoqIiqFQqPPXUU/Dx8eE6jHU6HbKyspCXl4fc3Fzk5+cjOTl5TDrabDYb11XZ19cHvV4Pq9UKkUiE0NBQrmAWFBREcRT/X39/P5RKJSwWC2QyGWbMmDHRu0SGSafTQalUQiAQIDMzE4GBgS5xLGaz2SWORSgUUkfpBOvt7UVFRQX8/f2RmZnp9qDH/v5+vPDCC3j//fexY8cOPPPMM7QYRgghhPx/VBwmhBBCpoA333wTv/71r9Ha2orMzEzs2rULN99881Wv/+WXX2L9+vWoqKhAbGwsNmzYgKKiIt51/vKXv+DFF19EdXU1kpOT8corr+CBBx4Y0XanK4vFgl//+tfYsWMHfvazn+GVV16BWCzmvu9wOFBTU4PTp09zxeILFy5AJBIhNzeXKxbn5uYiNDR0TLqLTSYTr7vYYDDA29vbJY5iunXKOhwO1NbWoq6ujvJpPYzdbkdNTQ0aGhqQmJgIiURy1WIve/w7F40ZhrliHAstmIw9u90OrVaLpqYmpKSkID4+3u1u4a+//hpFRUWIiYnBwYMHIZVKx2CPCSGEEM9FxWFCe5lbJQAAIABJREFUCCHEw3300UdYtmwZ3nzzTdx0003Yt28f3nnnHSiVSsTHx7tcv7a2FllZWVi+fDlWrlyJr7/+GqtWrcIHH3yABx98EABw+vRp3Hzzzdi+fTseeOABfPrpp3jppZfw1VdfoaCgwK3tTlfffPMNVqxYAS8vL+zfvx8LFy687m3YYu25c+e4KAqFQoG6ujqkpqZyw+7y8vKQlZUFHx+fUS9YORwOGAwGXsHYaDQiKCiIVywTiURTtruyr68PSqUSXl5ekMlkvII+mdz6+vpQUVEBHx8fZGZmQiQS3dDtGYbBwMAA7/jv7++Hn58f7/inOIrRxz53vr6+yMzMhFAodOt+BgcHsXXrVhw8eBCbN2/G+vXr6bkihBBCroCKw4QQQoiHKygoQHZ2Nv73f/+XuywjIwP3338/du7c6XL9jRs34vjx41CpVNxlRUVFuHDhAk6fPg0AePTRR6HX6/G3v/2Nu87dd9+NsLAwfPDBB25tdzp66aWX8Nvf/hYvvvginn322RF13TIMg7a2NsjlcpSWlnLD7mw2G+bPn88VjPPz8zFr1qwx6W60WCy87kqdTgeHw4Hg4GBewWwsspPHk81mg1arRXNzM5KSkpCQkDBlC+BTjXPHaXJyMuLj40ftubPb7S7D7kwmE4RCIS+/eCovmIwl507v5ORkJCQkuN0trFAosHLlSojFYhw+fBiZmZljsMeEEELI1EDFYUIIIcSDWSwWBAUF4c9//jMv8mHt2rU4f/48vvzyS5fb3HLLLViwYAF+//vfc5d9+umneOSRRzA4OAhfX1/Ex8ejuLgYxcXF3HVef/117Nq1C/X19W5tdzo6deoU4uLikJycPCb3b7fboVQqUVpaynUYK5VKREdH87qLs7OzxyQ/mGEYDA4OunRX+vr6emx3ZVdXF1QqFQIDA5GRkeF21yIZf2w+rZ+f34g6Tm+E2WzmFYt1Oh0XR+EcSeHpCyZjTafToaKiAt7e3m51erNMJhN27NiBN998E88//zw2bdo07aJwCCGEkBvlGe/SCSGEEHJFXV1dsNvtiIqK4l0eFRWFtra2K96mra3tite32Wzo6upCTEzMVa/D3qc7252OFi9ePKb37+3tjTlz5mDOnDlYvnw5GIaBwWCAQqHgOoz37NmDrq4uZGZm8grGaWlpI87OFQgEEAqFEAqFiI2NBeDaXdnY2MgN+3IuGAuFwklVLLNYLKisrERnZydSU1PHrPuajD6207ulpYXrFh6v587f3x+RkZGIjIwEwI+j0Ov1qKur4xZMnIvFYrGYipb4Lm+9vr7+urnQ13P+/HmsXLkSXl5e+Oqrr5CdnT3Ke0sIIYRMTVQcJoQQQqaAoYUQhmGuWRy50vWHXj6c+7zR7ZKxJRAIIBaLcfvtt+P2228HcLn4Ul9fj9LSUpSWluIPf/gDiouL4e/vj5ycHG7YXV5eHsLDw0f8/Hl7eyMsLAxhYWHcZSaTiSsYt7a2QqPRAADvVHx22Nd4Y+M6NBoNQkNDUVhYiICAgHHfD+Ke7u5uKJVKBAQEYOHChQgKCprQ/REIBBCJRBCJRJg1axaAywsmzvndzc3NMJlMvPxusViM4ODgaRVHYTAYUF5eDgDIz89HcHCwW/djsVjwm9/8Br/73e9QXFyMl156adxfS3p7e7FmzRocP34cAHDfffdh9+7dCA0NveptGIbB1q1bsX//fvT29qKgoAB79+7lRWAsXrzY5UycRx99FB9++OGItk0IIYQ4o+IwIYQQ4sEiIiLg7e3t0q3b0dHh0tXLio6OvuL1fXx8EB4efs3rsPfpznbJxPDy8kJiYiISExPxP//zP2AYBhaLBefPn+eyiz/55BNotVokJSXxuovnzp0LPz+/EReMAwICEBAQwHVXOhwO3rAvrVaLgYEBBAQE8LqLg4ODR9zdfC0mkwkqlQp6vR4ZGRmIjIykxQ0PYbVaUVVVhba2NqSmpmL27NmT9rnz9vZGaGgor1hnNpu5BZOOjg5otVpefje7aBIYGDhpH5e7HA4HamtrUVdXB4lEgsTERLeL4hUVFVi5ciVMJhP+9a9/oaCgYEJ+Xj/84Q/R1NSEzz//HACwYsUKLFu2DCdOnLjqbV577TX87ne/w+HDh5GWloaXX34Zd9xxBzQaDa9Qvnz5cmzbto37/8DAwBFvmxBCCHFGmcOEEEKIhysoKEBOTg7efPNN7jKZTIalS5dedSDdiRMnoFQqucuefvppnD9/njeQzmAw4OTJk9x1lixZgtDQUN5AuhvZLpm8GIZBZ2cnl1ssl8tx9uxZDA4OYt68ecjLy+M6jEdzwJczq9XKi6PQ6XSw2Wy8YXdisXhUspMZhkFTUxOqqqoQFRWFtLQ0OsXfg3R1dUGpVEIoFEImk7kUyzzR0PxuvV4Pg8EAHx8flw57Tz5W+/v7UV5eDofDgaysLIjFYrfux2az4Y033sCOHTvw9NNP4+WXX56w40ClUkEmk6G0tBQFBQUAgNLSUhQWFkKtVkMqlbrchmEYxMbGYt26ddi4cSOAywsGUVFRKCkpwcqVKwFc7hyeP38+du3aNWrbJoQQQoaizmFCCCHEw61fvx7Lli1Dbm4uCgsLsX//fjQ0NKCoqAgAsGnTJjQ3N+MPf/gDAKCoqAh79uzB+vXrsXz5cpw+fRoHDhzgir7A5cFyt9xyC0pKSrB06VIcO3YM//znP/HVV18Ne7vEcwgEAkRGRuLee+/FvffeC+DyqfAajYYbdvf73/8ely5dQnh4OK9YnJ2djeDg4BEXbH19fREeHs51rzMMA5PJhL6+Puj1ejQ2NkKv18PHx4dXKLvRYtnAwACUSiVMJhPmzZvHbY9MflarFZWVlejo6JhyudBXy+82GAy8SBaj0YigoCDe74AnxFGw8TY1NTWIj49HcnKy2/tcWVmJoqIidHV14fPPP8fNN988ocfB6dOnERISwhVnAWDhwoUICQnBN998c8UCbW1tLdra2nDnnXdyl/n7++N73/sevvnmG644DADvvfce/vjHPyIqKgpLlizB5s2buc5id7ZNCCGEDEXFYUIIIcTDPfroo+ju7sa2bdvQ2tqKrKwsnDx5EgkJCQCA1tZWNDQ0cNdPTEzEyZMnUVxcjL179yI2NhZvvPEGHnzwQe46ixYtwocffogXXngBL774IpKTk/HRRx/xPoBeb7vEs3l7e0Mmk0Emk+FnP/sZN2jrzJkzXBzFgQMH0NLSgoyMDOTk5HDZxenp6fDxGdnbTIFAgMDAQAQGBiImJgbA5QKTc3arc7HMuVgsEolcCk8OhwN1dXWora3F7NmzkZ2dPaaRFWR0dXR0QKVSITg4eNrkQl8pjsJisXCdxV1dXaiurobdbh+TDvvRMjAwgIqKClitVuTm5iIkJMSt+7Hb7XjrrbewdetW/PSnP0VJSQlEItEo7+2Na2tr4yJznEVGRl5zMCyAKw51ra+v5/7/Rz/6ERITExEdHY3y8nJs2rQJFy5cwBdffOH2tgkhhJChqDhMCCGETAGrVq3CqlWrrvi9w4cPu1z2ve99D+fOnbvmfT700EN46KGH3N4umVrYQVuLFy/G4sWLAXwXz8AOu/voo4+wYcMGeHt7Izs7m+swzsvLQ1RU1IiLVV5eXlwBjMUWy4Zmtzp3VgoEAmi1WggEghEVp8j4s1gs0Gg06OrqglQqRUxMzKQpek4EPz8/zJw5EzNnzgTwXRwF213c0NAAg8EAb29vXrE4JCQEfn5+47qvDMOgoaEBWq0Ws2fPRkpKitsLMrW1tXj66afR0NCAY8eO4bbbbhvz42DLli3YunXrNa+jUCgAuA5nBYY3oPV6Q12XL1/O/XdWVhZSU1ORm5uLc+fOITs7e0TbJoQQQlhUHCaEEEIIIW4RCASIi4tDXFwcHn74YTAMA6vVikuXLnHdxZs3b0ZlZSXi4+ORm5vLxVHMnz8f/v7+Iy5gXK1YptPp0NfXB5VKBavVCm9vb8yYMQM9PT2w2+0Qi8Uj7m4mY6u9vR1qtRohISFYtGgR/P39J3qXJh3nOIqrddi3tbVhcHAQgYGBvILxWA58HBwcREVFBcxmM7KzsxEWFubW/TgcDhw8eBAvvPACHnnkEZw4cWLcFndWr16Nxx577JrXkUgkuHjxItrb212+19nZec3BsMDlzl/2eQOuP9Q1Ozsbvr6+qKqqQnZ2NqKjo29424QQQshQ9I6YEEIIIYSMCoFAAD8/P+Tk5CAnJwfPPPMMGIZBb28vysrKUFpaii+//BK/+c1voNfrMXfuXK6zOC8vD0lJSSPOTmWLZSaTCT09PQgKCoJUKoXD4eCKZY2NjTCbzRCJRLw4CqFQSN12k4DZbIZarUZvby+kUimio6PpebkBV+qwt1qt3PHf3d2NmpoabuCjc5f9SOMoGIZBY2MjtFotYmNjRxTf0tjYiGeeeQYqlQrvv/8+7rnnnnE9DiIiIhAREXHd6xUWFkKn06GsrAz5+fkAALlcDp1Oh0WLFl3xNmxUxBdffIEFCxYAuNwl/+WXX6KkpOSq22LjOdiCsjvbJoQQQoYSMAzDTPROEEIIIYSQ6cPhcECr1XJxFAqFAhcuXIBYLOYVi9kIiBspCOl0OjQ1NaG9vR0pKSmIi4u74u1NJhNXLGMzXAUCgcup+NStOn4YhkFbWxs0Gg1mzJgBqVRKP/8xwjAMjEYjd+zrdDoYDAZ4eXm5DHwcbhyF0WhERUUFjEYjMjMzMWPGDLf2zeFw4L333sPzzz+Pe+65B2+88Ybb9zVelixZgpaWFuzbtw8AsGLFCiQkJODEiRPcddLT07Fz50488MADAICSkhLs3LkThw4dQmpqKnbs2IFTp05Bo9EgODgY1dXVeO+99/D9738fERER+H/t3Xd0VWXe/v8rjSSkUQKBUBJ6SAFCOhlFXS4QRcVBxRmNOA8GIqMIWBAVBwRFsKMgRYpYGEYUB0ccBZ8HsOSchBJKEjB0IQk9vZ/s3x98s38eExFDIpC8X2udteQ+99733oTDkut89ufOyMjQY489Jnd3d6Wmppqh+8WsDQDAhRAOAwAA4LKqCaq2b99utqNISUnR0aNH1bt3bzMojo6OVnBwsFxcXOo8x4oVKzRt2jS99NJLGjlypNzd3S/6Gqqrq1VcXGwXGBcXF8vNzc0uKGvMR/Gbs7KyMu3du1f5+fkKCgrikfjLoKYdRU1YnJ+fr5KSkt/8DBiGoePHj+vHH39Uhw4d1Lt373q3bMnNzdWECROUmpqqd955R3fcccdVUTV+9uxZTZgwQevWrZMk3XbbbXr77bftNhN0cHDQ8uXL9cADD0g6//s2Y8YMLVq0SOfOnVNMTIzmz5+v0NBQSecrp++77z7t2bNHRUVF6tKli2655Rb94x//sAvLL2ZtAAAuhHAYAIAmwGaz6ZprrlHHjh31ySefmOP5+fkKDQ3V6NGjNWvWrMt4hcDvYxiGcnJyZLFYZLVaZbVatX37dtlsNg0cOFARERGKjo5WVFSUKioqNH78eKWlpWn69OlKTEy85PYU0vlH8X8elOXn55uP4v88LHN3d78qAqwrUc3Ped++ffL19VWfPn3+8I3T8Ot++RkoKChQZWWl2ZLF3d1dJ0+eVGlpqUJDQ9W2bdt6rWMYhtasWaPJkyfrhhtu0Pz589W+ffsGvhsAAFAXwmEAAJqIrKwsDRgwQIsXL9a9994rSbr//vu1c+dOpaamErjgqldVVaU9e/aYYbHValVGRoZcXV0VEhKim2++Wddcc43Cw8MvuXdqXX7+KH5NUFZQUCBnZ2ezFUWrVq3k7e1dZ3Uz7JWVlSkjI0OFhYXq27cvYeBVwDAMsyXL8ePHdfbsWUmSk5OTXTuW39OS5dSpU5o0aZI2b96st956S3/5y1/4sgUAgD8Q4TAAAE3IvHnzNH36dO3Zs0epqam66667lJKSogEDBlzuSwMa1P79+5WYmKj9+/crKSlJhmHIarUqJSVFZ8+eVUhIiF07il69ejVINfEv1TyK//Pq4tLSUrVs2dKuutjT07NR1r8a1bQhyMrKUvv27dW7d2/C9KtIWVmZMjMzVVBQoODgYLVt21ZFRUV2/YtrWrK4u7vrP//5j2JjYzVo0CB5e3ub5zEMQ//5z380YcIERUdHa9GiRfL397+MdwYAQPNEOAwAQBNiGIZuuOEGOTk5affu3XrkkUf07LPPXu7LumosWLBAL7/8snJychQSEqI33nhD11xzza/O37x5syZPnqz09HT5+/vrySefVFJSkvn+kiVLtHLlSu3Zs0eSFBERoRdffNHcVV6Spk+frhkzZtid18/PT7m5uQ18d01DVVWVXnvtNc2YMUN/+9vfNHv2bHl5eZnvV1dX6/Dhw0pOTjbD4rS0NLm7uysyMtIMiyMjI9WmTZtGqVCsqKiotdlddXV1rY2+XF1dm12FZGlpqTIyMlRcXKzg4GD5+vpe7kvCRarZMHDv3r1q166d+vTp86uhfk07ikOHDunZZ5/Vnj17lJ+fr27duqlfv34KCwvT9u3btWXLFr3xxhsaPXo0X54AAHCZEA4DANDE7N27V3379jX/8V3fjYGam9WrVyshIUELFixQfHy8Fi1apHfffVcZGRnq2rVrrfmHDh1SaGioEhMTNW7cOH3//fcaP368Vq1apZEjR0qS7r33XsXHx2vQoEFyc3PT3Llz9emnnyo9PV2dOnWSdD4cXrNmjTZu3Gie28nJSe3atftjbvwqkpaWpjFjxqikpETvvvuu4uPjf/MYwzBUXl6uHTt2mK0oUlNTdeDAAfXs2VORkZGKiopSVFSUwsLC5OLi0ijtKH6+2V1BQYEKCwvl6upa61H8prrZnWEYOnbsmLKysi550zL88crLy7V3717l5eXVqwVIdXW1Dh06pC1btmjjxo3atWuXjhw5Ijc3N0VFRSkmJsZ8UT0MAMAfi3AYAIAm5sknn9T8+fPl6Oio3bt3KzAw8HJf0lUhJiZGAwcO1DvvvGOO9e3bVyNGjNDs2bNrzZ8yZYrWrVunzMxMcywpKUk7d+5UcnJynWvYbDa1bt1ab7/9tu6//35J58Phzz77TGlpaQ18R03Lq6++qmnTpunxxx/XM888c9H9TOtiGIZOnjwpq9Uqi8WilJQUbd26VeXl5RowYIAZGEdHR6tz586NUtFos9lqbXZXXl5ubvRV8/Lw8Ljqq4tLSkqUnp6usrIysw0Brh4nTpxQZmam2rRpo6CgoHr3ry8oKNDTTz+tNWvWaM6cORozZoz27t1rVvhbrValp6erY8eOZlBcU+Xv6enZwHcFAABqEA4DANCEJCcn69prr9WXX36puXPnymazaePGjVd9uNTYKioq1LJlS3388ce64447zPFHH31UaWlp2rx5c61jrr32WoWHh+vNN980x9auXau7775bJSUldT5uXVhYqPbt2+vjjz/W8OHDJZ0Ph19++WWzzUBMTIxefPFFde/evRHu9Oq1adMmtWnTRv369WuU89tsNu3du1cWi8WsME5PT1e7du3swuLw8HB5eno2ymeqZqOvn1cYOzo61mpHcbVsLmkYho4ePaoDBw7I399fPXv2pFr4KlJRUaG9e/fq7NmzCgoKUocOHep1HsMwtGXLFiUlJSkwMFDLli1Tjx496pxbVFSkbdu2mZ/BlJQUZWdnKywsTKmpqfSmBgCgEfB/ZwAANBGlpaUaPXq0xo0bpxtvvFG9e/dWaGioFi1aZNcHF7WdPn1aNptNfn5+duMX6v2bm5tb5/yqqiqdPn1aHTt2rHXMU089pU6dOunGG280x2JiYrRy5Ur17t1bJ06c0KxZszRo0CClp6dTYfkz1113XaOe38nJSSEhIQoJCdGYMWNkGIaKioq0detWMzBetGiRcnNzFRISooiICEVHRysqKkp9+vRpkHYQbm5ucnNzM/9cVVdX2230lZWVpeLiYrm7u8vb21utWrWSt7e3vL29r7h+rcXFxUpPT1dFRYXCw8PVunXry31J+B1OnjypzMxM+fj4KC4urt6V+sXFxZo2bZo++OADzZw5UxMmTLjgZ8XT01ODBw/W4MGDzbHs7Gzt2bOHYBgAgEZCOAwAQBPx1FNPqbq6WnPmzJEkde3aVa+++qomT56sm266ifYSF+GX1aCGYVywQrSu+XWNS9LcuXO1atUqbdq0SW5ubub4sGHDzP8OCwtTXFycevTooffee0+TJ0+u133g0jk4OMjLy0vXX3+9rr/+ekn/fyVsTVj84Ycf6rHHHpOLi4siIiLMCuPIyEi1b9/+kquLa6qGvb29zbGajb7y8/N15swZHTx4UFVVVfLy8rKrLnZ3d78sTwxUV1fryJEjOnjwoDp37qyePXs22T7KTVFlZaX27dunU6dOmdXC9flzZBiGkpOTlZSUJF9fX23dulVBQUH1uiZ/f3/6EAMA0IgIhwEAaAI2b96s+fPna9OmTfLw8DDHExMTtWbNGo0ZM4b2Ehfg6+srJyenWlXCJ0+erFUdXKNDhw51znd2dq5V8fvKK6/oxRdf1MaNG3+zLYKHh4fCwsKUlZVVjztBY3JwcFBAQIACAgI0atQoGYahiooK7dq1y3wM/tlnn1VWVpYCAgLMoDgqKkr9+/eXq6vrJX8GXVxc1LZtW/PPmGEYKi0tNVtRHD16VIWFhXJ2drYLi729vRu98rKoqEjp6emy2WyKiIhQq1atGnU9NKxTp04pMzNTXl5eiouLs/sS6/coLS3V888/ryVLlmjatGl64oknaCcCAMAVjJ7DAAAAOt/eISIiQgsWLDDHgoODdfvtt//qhnSff/65MjIyzLGHHnpIaWlpdhvSvfzyy5o1a5a++uorxcbG/uZ1lJeXq0ePHho7dqyee+65S7wr/NEMw9DZs2ftNrtLSUlRcXGx+vXrZwbG0dHRCgwMbLTN7goLC1VQUKC8vDwVFBSotLRUHh4eZlDs4+MjT0/PBlm/urpahw8f1qFDh9S1a1d1796dauGrSGVlpX788UedPHlSvXv3lr+/f72rhbdv366xY8eqZcuWWrFihcLCwhrhigEAQEMiHAYAAJC0evVqJSQkaOHChYqLi9PixYu1ZMkSpaenKyAgQFOnTtXx48e1cuVKSdKhQ4cUGhqqcePGKTEx0XyEetWqVRo5cqSk860kpk2bpo8++kjx8fHmWp6envL09JQkPf7447r11lvVtWtXnTx5UrNmzdLmzZu1e/duBQQE/PG/EWhw1dXVysrKUnJysrnJ1q5du9SqVSu7sDgiIkLe3t6NUuFfUVFRa7O76urqWpvd/d5q0YKCAqWnp0s6/2WKj49Pg187Gs+ZM2eUkZGhli1bKjg4WO7u7vU6T3l5uV566SW99dZbevLJJ/X0009fNRsnAgDQ3BEOAwAA/D8LFizQ3LlzlZOTo9DQUL3++uu69tprJUkPPPCADh8+rE2bNpnzN2/erEmTJik9PV3+/v6aMmWK3eZ/gYGBOnLkSK11/vGPf2j69OmSpHvuuUdbtmzR6dOn1a5dO8XGxmrmzJkKDg5u1HvF5WMYhkpKSrRt2zazHUVqaqp++uknBQUFma0ooqKiFBwc3CiP5BuGoeLiYrvAuKioSK6urrXaUdRVBVxdXa2DBw/qyJEjCgwMVLdu3a64TfHw66qqqpSVlaWcnBz17t1bnTp1qveXErt27dLYsWNlGIaWL1+uyMjIBr5aAADQmAiHAQAAgMvMMAxlZ2fLYrGY7Si2bdsmBwcHhYeHm4FxdHR0vTcJ+y1VVVXmZnc1LSkqKyvNdhQ1r6qqKmVkZMjR0VEhISHy8vJq8GtB4zl79qzS09Pl7u6ukJCQelcLV1ZW6rXXXtPLL7+sRx55RDNmzKh3n2IAAHD5EA4DAAAAV6DKykrt2bPHDIutVqv27t2rzp0721UXDxgwQO7u7g0eGBuGofLycrOyuKZ/sWEYcnd3l5+fn1q1aiUfHx9aCFwFbDabsrKylJ2drZ49e6pLly71/jOTmZmpcePGqbCwUMuXL1dcXBwbngIAcJUiHAYAAACuAoZhKD8/3wyKLRaLUlNTde7cOYWFhdkFxj179mzQNg95eXlKT0+Xk5OTAgMDVVlZaYbGJSUlcnd3t6su9vLyos3EFSQvL0979uxRixYtFBISIg8Pj3qdp6qqSvPnz9esWbOUmJioF154od7nAgAAVwbCYQAAAOAqVdP7t6YdRWpqqtLS0uTp6amIiAgzLI6MjFTr1q1/d3VnVVWVDhw4oGPHjqlHjx7q2rVrrdC3srLSbENR05aiqqpK3t7edhveNUZ1My7MZrPpwIED+umnn9SjRw8FBATU+2ewf/9+JSUl6cSJE1q6dKkGDx7MzxMAgCaAcBgAAABoIgzDUFlZmXbs2GG2o0hJSdHhw4fVs2dPMyiOjo5WaGionJ2dfzXg++KLL/Tss89q9uzZuuaaay66QtQwDJWWltptdldYWChnZ+dam925uLg05O3jZ/Lz881q75CQEHl6etbrPDabTUuWLNFzzz2n++67Ty+//DJ9pgEAaEIIhwEAAIAmzDAMnThxQhaLRVarVVarVdu2bVNlZaXCw8MVERGh6OhoRUVFqXPnzsrPz9fEiRP1+eefa9KkSXrqqafk7Ox8Sddgs9lUWFhoFxiXlZXV2uzOw8ODdhSXqLq6WgcOHNDRo0fVvXt3BQQE1Pv39MiRI3rooYd08OBBLVmyREOGDKFaGACAJoZwGAAAAGhmbDabMjIyzN7FKSkpSk9PV+vWrWUYhtq3b68nnnhCw4cPl4eHR6MEgjWb3dW0osjPz5dhGHatKHx8fOTm5tbgazdVBQUFSk9Pl4ODg0JCQupd4VtdXa2VK1dq6tSp+vOf/6zXX39drVq1auCrBQAAVwLCYQAAAKCZy8vL06OPPqqPP/5YQ4cOlc1mU2pqqk6dOqXg4GCzd3HkIswyAAAbLElEQVRUVJR69+4tJyenBr8GwzBUXFxsV11cVFQkV1fXWu0oGmP9q1l1dbUOHTqkw4cPKzAwUN26dat3tXB2drb+/ve/a9euXVq0aJFuvfVWqoUBAGjCeGYLAAAADW7BggXq1q2b3NzcFBERoW+//faC8zdv3qyIiAi5ubmpe/fuWrhwod37K1askIODQ61XWVnZJa0L6csvv1RYWJiys7OVkZGhtWvXat26dTp+/Lj279+vqVOnysvLS++//77+9Kc/qUuXLrr11ls1Y8YMffnllzp16pQaot7EwcFBnp6e6tSpk4KDgxUXF6frr79eoaGh8vb2Vl5ennbt2qX/+7//k8ViUWZmprKzs1VUVNQg61+tCgsLlZKSopMnTyoqKko9evSoVzBcXV2tjz76SFFRUWrTpo12796t22677Q8Nhs+dO6eEhATzi4CEhATl5eVd8BjDMDR9+nT5+/vL3d1d1113ndLT0833Dx8+XOffHQ4ODvr444/NeYGBgbXef+qppxrtXgEAuFJQOQwAAIAGtXr1aiUkJGjBggWKj4/XokWL9O677yojI0Ndu3atNf/QoUMKDQ1VYmKixo0bp++//17jx4/XqlWrNHLkSEnnw+FHH31U+/btszu2Q4cO9V63uTt37pwmTpyozz77TK+++qrGjBlzwSDQMAxVVFRo586ddpvdZWVlqXv37oqMjDSri/v166cWLVo0eLBoGIbZjqLmVVBQIEdHx1rtKFq0aNGga19pqqurdeTIER08eFABAQHq3r17vauFT5w4oQkTJshisWjBggW68847L0u18LBhw3Ts2DEtXrxYkjR27FgFBgbq888//9Vj5syZoxdeeEErVqxQ7969NWvWLG3ZskX79u2Tl5eXbDabTp06ZXfM4sWLNXfuXOXm5pob9QUGBmrMmDFKTEw053l6etZ7Iz8AAK4WhMMAAABoUDExMRo4cKDeeecdc6xv374aMWKEZs+eXWv+lClTtG7dOmVmZppjSUlJ2rlzp5KTkyWdD4cnTpx4wSrC37tuc7Zu3TqNGzdO4eHhWrRokbp06VKv8xiGodOnT5sb3VmtVm3dulUlJSXq37+/XWB8KRujXUh1dbWKiorsAuOSkhK5u7vbhcVeXl5NZrO7oqIipaeny2azKSQkRD4+PvU6j2EYWrt2rSZOnKhrrrlGCxculJ+fXwNf7cXJzMxUcHCwLBaLYmJiJEkWi0VxcXHau3ev+vTpU+sYwzDk7++viRMnasqUKZLO97L28/PTnDlzNG7cuDrXCg8P18CBA7V06VJzLDAwUBMnTtTEiRMb4e4AALhyXdq2wwAAAMDPVFRUaNu2bbUexx4yZIh++OGHOo9JTk7WkCFD7MaGDh2qpUuXqrKyUi4uLpLOB2IBAQGy2WwaMGCAZs6cqfDw8Hqv25wdPHhQc+bMUUJCwiVViDo4OKhdu3YaPny4hg8fLul8WLtv3z5ZLBZZrVbNmzdPu3fvVps2bezC4oiICHl5eV1yhWpN1bC3t7cZcldWVppB8enTp3Xw4EFVVVWZ1cXe3t5q1aqV3Nzcrqp+uoZh6MiRIzpw4IC6dOmiHj161Lv/8pkzZzR58mR98803evPNN3Xvvfde1vA8OTlZPj4+ZjAsSbGxsfLx8dEPP/xQZzh86NAh5ebm2v394erqqsGDB+uHH36oMxzetm2b0tLSNH/+/FrvzZkzRzNnzlSXLl1011136YknnmjyFegAABAOAwAAoMGcPn1aNputVvWhn5+fcnNz6zwmNze3zvlVVVU6ffq0OnbsqKCgIK1YsUJhYWEqKCjQm2++qfj4eO3cuVO9evWq17rNWWNWRzo6Oqpv377q27ev/va3v8kwDJWUlGjr1q1mO4qlS5cqOztbQUFBZmAcHR2toKAgOTtf+j9RXFxc5OvrK19fX0kyr6GgoED5+fk6evSo0tPT5ezsXGuzu5ovI640xcXFSk9PV2VlpSIiItSqVat6nccwDH3xxReaMGGCBg4cqF27dqlz584NfLW/X25urtq3b19rvH379hf8u0NSnZ/7I0eO1HnM0qVL1bdvXw0aNMhu/NFHH9XAgQPVunVrpaSkaOrUqTp06JDefffd+twOAABXDcJhAAAANLhfVmMahnHBCs265v98PDY2VrGxseb78fHxGjhwoN566y3Nmzev3uui8Tk4OMjDw0ODBw/W4MGDJZ3/uRw7dkwWi0UWi0X/+te/NGXKFDk5OWngwIF2FcZ+fn6X/DOsuQYPDw917NhRkmSz2VRYWGhWGB8/flxlZWXy8PCwC4w9PDwua0WtYRj66aeftH//fnXq1Ek9e/asd7VwXl6e2cbllVde0ZgxYxr93qZPn64ZM2ZccE5qaqqk2p9f6eI+wxf7uS8tLdVHH32kadOm1Xpv0qRJ5n/369dPrVu31p133qk5c+aobdu2F1wfAICrGeEwAAAAGoyvr6+cnJxqVfqdPHnyV3uZdujQoc75zs7OvxrKODo6KioqSllZWfVeF5ePg4ODunTpYj6+L51vDbJ7926zunj69Onat2+funbtqoiICDMsHjBgQIO0g3ByclKrVq3sKnB/vtndiRMn9OOPP0qS3WZ33t7ecnNzu6S1L1ZJSYnS09NVXl6uAQMGqE2bNvU6j2EY+t///V+NHz9evXv3Vlpamrp169bAV1u3hx9+WPfcc88F5wQGBmrXrl06ceJErfdOnTp1wb87pPMVxDWhv/Trn/s1a9aopKRE999//29ed82XUfv37yccBgA0aYTDAAAAaDAtWrRQRESENmzYoDvuuMMc37Bhg26//fY6j4mLi9Pnn39uN/b1118rMjLyVx/xNwxDaWlpCgsLq/e6uLLU/AwjIiL097//XYZhKC8vTykpKUpOTtaWLVv0yiuvqKCgQGFhYYqKilJkZKSio6PVvXv3BqmAdXV1Vfv27c32BoZhqLi42AyMDxw4oKKiIrm6utZqR1Hfat661FRWZ2VlqWPHjgoPD693u43CwkI988wzWr16tWbPnq3x48f/oZXQP2/vcSFxcXHKz89XSkqKoqOjJUlWq1X5+fm1WkDU6Natmzp06KANGzbY9R/fvHmz5syZU2v+0qVLddttt6ldu3a/eT07duyQJLvQGQCApsjBqHlmDwAAAGgAq1evVkJCghYuXKi4uDgtXrxYS5YsUXp6ugICAjR16lQdP35cK1eulHR+U6nQ0FCNGzdOiYmJSk5OVlJSklatWqWRI0dKkmbMmKHY2Fj16tVLBQUFmjdvnt5//319//33ZpD0W+vi6lddXa0DBw4oOTlZVqtVKSkp2rlzp7y9vRUZGWmGxTU9eRujpUhVVZXZu7jmVVlZKU9PT7vAuGXLlvVav7S0VBkZGSopKVFwcHC9q1YNw9C3336rhx56SJ07d9ayZcvUq1evep3rjzJs2DBlZ2dr0aJFkqSxY8cqICDA7sujoKAgzZ492/wSaM6cOZo9e7aWL1+uXr166cUXX9SmTZu0b98+eXl5mcft379fvXv31vr163XTTTfZrZucnCyLxaLrr79ePj4+Sk1N1aRJkxQZGal///vff8CdAwBw+VA5DAAAgAY1atQonTlzRs8//7xycnIUGhqq9evXmwFtTk6Ojh49as7v1q2b1q9fr0mTJmn+/Pny9/fXvHnzzGBYOt8rdezYscrNzZWPj4/Cw8O1ZcsWMxi+mHVx9XN0dFSvXr3Uq1cv3X///TIMQ6Wlpdq+fbusVqusVqs+/PBDHTlyRL1797brXRwSEiJnZ+dLDoydnZ3Vpk0bs8WDYRgqKyszg+Jjx44pMzNTjo6OZlVxTWDcokWLXz2vYRjKzs7Wjz/+KD8/P/Xv37/e1cIlJSWaPn26li9frhkzZmjSpEkNWtncWD788ENNmDBBQ4YMkSTddtttevvtt+3m7Nu3T/n5+eavn3zySZWWlmr8+PE6d+6cYmJi9PXXX9sFw5K0bNkyderUyTz3z7m6umr16tWaMWOGysvLFRAQoMTERD355JONcJcAAFxZqBwGAAAA0GQYhqGcnBxZrVazf/G2bdtks9kUHh5uBsbR0dHy9/dvlOri6upqFRUV2VUXl5SUyN3d3a662MvLS46OjiorK1NGRoaKiooUHBx8UW0Y6mIYhlJSUjRu3Di1atVKK1asUHBwcAPfHQAAaEoIhwEAAAA0aVVVVcrIyFBycrJSUlJktVqVmZmpjh072lUXh4eH17sdxG+prKy0C4vz8/NVXV0tV1dXlZWVycfHR3369JGXl1e91i8rK9OsWbO0cOFCPf3005oyZcqv9uwGAACoQTgMAAAAoFkxDEMFBQVKTU21qzA+c+aMQkND7QLjXr16NUpLhrKyMu3Zs0cFBQVq1aqVKioqVFRUJBcXF3l7e6tVq1ZmS4rfai+xfft2jRs3Ti4uLnrvvffUv3//Br9eAADQNBEOAwAAAGj2qqurdfj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      "text/plain": [
       "<Figure size 1800x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# If there is a matplotlib error, uncomment the next line, and comment the line below it.\n",
    "# %matplotlib inline\n",
    "%matplotlib notebook\n",
    "import matplotlib.pyplot as plt\n",
    "ax = plot_utils.init_3d_figure()\n",
    "my_chain.plot(my_chain.inverse_kinematics(target_frame), ax, target=target_vector)\n",
    "plt.xlim(-0.1, 0.1)\n",
    "plt.ylim(-0.1, 0.1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You're done! Go to the [tutorials](https://github.com/Phylliade/ikpy/wiki) to understand the general concepts of the library."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  },
  "pycharm": {
   "stem_cell": {
    "cell_type": "raw",
    "source": [],
    "metadata": {
     "collapsed": false
    }
   }
  },
  "widgets": {
   "state": {},
   "version": "1.1.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
